Athena

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data-gt-secondary="Computing Systems & Quantum AI"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading">Computing Systems & Quantum AI</h2> <ul> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/distributed-systems-and-parallel-computing/" > Distributed Systems & Parallel Computing </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/hardware-and-architecture/" > Hardware & Architecture </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/mobile-systems/" > Mobile Systems </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/networking/" > Networking </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/quantum-computing/" > Quantum Computing </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/robotics/" > Robotics </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/security-privacy-and-abuse-prevention/" > Security, Privacy, & Abuse Prevention </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/software-engineering/" > Software Engineering </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/software-systems/" > Software Systems </a> </li> </ul> </div> <div class="navigation__sub__columns__mobile"> <button class="glue-header__link js-sub-nav-target" data-panel="nested" role="menuitem" aria-haspopup="true"> Computing Systems & Quantum AI <span class="icon icon--caret"></span> </button> <div class="navigation__nested-sub js-sub-nav-parent"> <div class="navigation__sub__mobile-heading"> <button class="glue-header__link js-sub-nav-close-mobile" role="menuitem" aria-haspopup="true"> <span class="sr-text">Back to</span> <span class="icon icon--caret"></span> Computing Systems & Quantum AI <span class="sr-text">menu</span> </button> <hr/> </div> <ul> <li role="menuitem"> <a href="https://research.google/research-areas/distributed-systems-and-parallel-computing/" class="navigation__sub__columns__mobile__link" > Distributed Systems & Parallel Computing <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/hardware-and-architecture/" class="navigation__sub__columns__mobile__link" > Hardware & Architecture <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/mobile-systems/" class="navigation__sub__columns__mobile__link" > Mobile Systems <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/networking/" class="navigation__sub__columns__mobile__link" > Networking <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/quantum-computing/" class="navigation__sub__columns__mobile__link" > Quantum Computing <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/robotics/" class="navigation__sub__columns__mobile__link" > Robotics <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/security-privacy-and-abuse-prevention/" class="navigation__sub__columns__mobile__link" > Security, Privacy, & Abuse Prevention <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/software-engineering/" class="navigation__sub__columns__mobile__link" > Software Engineering <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/software-systems/" class="navigation__sub__columns__mobile__link" > Software Systems <span> </span> </a> </li> </ul> </div> </div> </li> <li data-gt-secondary="Science, AI & Society"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading">Science, AI & Society</h2> <ul> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/climate-and-sustainability/" > Climate & Sustainability </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/economics-and-electronic-commerce/" > Economics & Electronic Commerce </a> </li> <li> <a class="navigation__sub__columns__list-link caption js-drawer-link" href="https://research.google/research-areas/education-innovation/" > Education Innovation </a> </li> <li> <a class="navigation__sub__columns__list-link caption 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class="navigation__sub__columns__mobile__link" > Health & Bioscience <span> </span> </a> </li> <li role="menuitem"> <a href="https://research.google/research-areas/human-computer-interaction-and-visualization/" class="navigation__sub__columns__mobile__link" > Human-Computer Interaction and Visualization <span> </span> </a> </li> </ul> </div> </div> </li> </ul> </div> </div></div> </div> </div> </li> <li class="glue-header__item js-sub-nav-parent --parent" data-gt-primary="Our work" > <button class="glue-header__link js-sub-nav-target" aria-haspopup="true" aria-expanded="false" > <span class=""> Our work <span class="icon icon--caret"></span> </span> </button> <div class="navigation__sub js-sub-nav" role="menu"> <div class="navigation__sub__container"> <div class="navigation__sub__mobile-heading"> <button class="glue-header__link js-sub-nav-close-mobile"> <span class="sr-text">Back to</span> <span class="icon icon--caret"></span> Our work <span class="sr-text">menu</span> </button> <hr/> </div> <div class="block-nav_drawer_columns_content"> <div class="navigation__sub--content" data-gt-secondary=""> <div class="navigation__sub__wrapper"> <ul class="navigation__sub__columns"> <li data-gt-secondary="Projects"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading"> Projects </h2> <p class="navigation__sub__columns__description caption">We regularly open-source projects with the broader research community and apply our developments to Google products.</p> <a href="https://research.google/resources/our-projects/" class="glue-inline-link js-drawer-link" > <span class="sr-text">Learn more about our Projects</span> <span aria-hidden="true">Learn more</span> </a> </div> <div class="navigation__sub__columns__mobile"> <a class="glue-header__link" href="https://research.google/resources/our-projects/" > Projects </a> </div> </li> <li data-gt-secondary="Publications"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading"> Publications </h2> <p class="navigation__sub__columns__description caption">Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science.</p> <a href="https://research.google/pubs/" class="glue-inline-link js-drawer-link" > <span class="sr-text">Learn more about our Publications</span> <span aria-hidden="true">Learn more</span> </a> </div> <div class="navigation__sub__columns__mobile"> <a class="glue-header__link" href="https://research.google/pubs/" > Publications </a> </div> </li> <li data-gt-secondary="Resources"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading"> Resources </h2> <p class="navigation__sub__columns__description caption">We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem.</p> <a href="https://research.google/resources/" class="glue-inline-link js-drawer-link" > <span class="sr-text">Learn more about our Resources</span> <span aria-hidden="true">Learn more</span> </a> </div> <div class="navigation__sub__columns__mobile"> <a class="glue-header__link" href="https://research.google/resources/" > Resources </a> </div> </li> </ul> </div> </div> </div> </div> </div> </li> <li class="glue-header__item js-sub-nav-parent --parent" data-gt-primary="Programs & events" > <button class="glue-header__link js-sub-nav-target" aria-haspopup="true" aria-expanded="false" > <span class=""> Programs & events <span class="icon icon--caret"></span> </span> </button> <div class="navigation__sub js-sub-nav" role="menu"> <div class="navigation__sub__container"> <div class="navigation__sub__mobile-heading"> <button class="glue-header__link js-sub-nav-close-mobile"> <span class="sr-text">Back to</span> <span class="icon icon--caret"></span> Programs & events <span class="sr-text">menu</span> </button> <hr/> </div> <div class="block-nav_drawer_columns_content"> <div class="navigation__sub--content" data-gt-secondary="Shaping the future, together."> <div class="navigation__sub__wrapper"> <div class="navigation__sub__heading"> <h2 class="headline-3">Shaping the future, together.</h2> <a href="https://research.google/programs-and-events/" class="js-drawer-link" > Collaborate with us </a> </div> <ul class="navigation__sub__columns"> <li data-gt-secondary="Student programs"> <div class="navigation__sub__columns__desktop"> <h2 class="headline-6 navigation__sub__columns__heading"> Student programs </h2> <p class="navigation__sub__columns__description caption">Supporting the next generation of researchers through a wide range of programming.</p> <a href="https://research.google/programs-and-events/student-engagement/" class="glue-inline-link js-drawer-link" > <span class="sr-text">Learn more about our Student programs</span> <span aria-hidden="true">Learn more</span> </a> </div> <div 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<section class="primary-hero --theme-dark" data-gt-id="primary_hero" data-gt-component-name=""> <div class="glue-page"> <div class="glue-grid primary-hero__grid-wrapper"> <div class="glue-grid__col glue-grid__col--span-6 glue-grid__col--span-7-md glue-grid__col--span-12-sm primary-hero__text"> <h1 class="primary-hero__heading primary-hero__heading--small headline-1">Athena</h1> <div class="primary-hero__body --desktop"> <p class="body"><p data-block-key="w8jsp">Solving fundamental computational problems that deliver meaningful impact for Google’s products, society, and scientific progress.</p></p> <div class="primary-hero__ctas"> </div> </div> </div> <div class="glue-grid__col glue-grid__col--span-6 glue-grid__col--span-5-md glue-grid__col--span-12-sm"> <img src="https://storage.googleapis.com/gweb-research2023-media/original_images/athena.jpg" alt="two people talking over coffee" > <div class="primary-hero__body --mobile"> <p class="body"><p data-block-key="w8jsp">Solving fundamental computational problems that deliver meaningful impact for Google’s products, society, and scientific progress.</p></p> <div class="primary-hero__ctas"> </div> </div> </div> </div> </div> </section> <div class="glue-page glue-grid event-detail-page__grid"> <section class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md "> <div class="event-detail-page__summary"> </div> <div class="quicklinks-wrapper--mobile"> </div> </section> </div> <section class="offset-two-up --theme-light --no-padding-top" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">About the team</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-vertical-padding"> <div class="rich-text --theme- --mode-subcomponent" data-gt-id="rich_text" data-gt-component-name=""> <p data-block-key="4hj4p">Athena is an international team of research scientists and engineers who tackle product-inspired problems with novel solutions to assist, complement, empower, and inspire people — from the everyday to the imaginative. Our work spans algorithms, artificial intelligence (AI), language understanding, and many other fields, and yields state-of-the-art breakthroughs in areas like efficiency, privacy, and user engagement.</p><p data-block-key="8cg5f">We collaborate closely with partners across Google to take discoveries from publication to implementation for the Company's largest and most trusted products. Beyond Google's portfolio of products and services, our contributions to AI, computer science and machine learning power scientific advances for climate science, journalism, microeconomics and other data-driven disciplines.</p><p data-block-key="cqg1h">We recognize that AI is a foundational and transformational technology and are proud to contribute to a long history of responsible innovation. Our commitment to <a href="https://ai.google/responsibility/principles/" target="_blank" rel="noopener noreferrer">Responsible AI principles</a> ensure we develop and use technologies in ways that are socially beneficial, avoid bias, are built and tested for safety, are accountable to people and aligned with our values</p> </div> </section> </div> </div> </section> <section class="offset-two-up --theme-dark --no-padding-bottom" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">Team focus summaries</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-padding-top"> <div class="accordion --no-padding-top" data-gt-id="accordion" data-gt-component-name=""> <div class="glue-expansion-panels"> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-graph-based-learning-1-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-graph-based-learning-1-content"> <span class="glue-expansion-panel__header-text">Graph-based learning</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-graph-based-learning-1-content"> <div class="accordion__item__content"> <div> <p data-block-key="9fw5f">We extend machine learning approaches to better model the relationships contained in information networks. These models (e.g., semi-supervised similarity ranking & clustering, neural graph embedding, and graph convolutional approaches) are useful in a wide range of machine learning applications.</p> </div> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/teams/graph-mining/" > <span class="js-gt-item-id">Learn more</span> </a> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-market-algorithms-2-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-market-algorithms-2-content"> <span class="glue-expansion-panel__header-text">Market algorithms</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-market-algorithms-2-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Auction theory, mechanism design, and advanced algorithms serve to improve Ads and other market-based products</p> </div> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/teams/market-algorithms/" > <span class="js-gt-item-id">Learn more</span> </a> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-operations-research-3-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-operations-research-3-content"> <span class="glue-expansion-panel__header-text">Operations research</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-operations-research-3-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Applying integer programming, linear programming, constraint programming, and graph algorithms to solve problems at scale for transportation, search, natural language understanding, computer vision, robotics and more.</p> </div> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/teams/operations-research/" > <span class="js-gt-item-id">Learn more</span> </a> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-language-4-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-language-4-content"> <span class="glue-expansion-panel__header-text">Language</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-language-4-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We advance the state of the art in natural language technologies and build systems that learn to understand and generate language in context.</p> </div> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/teams/language/" > <span class="js-gt-item-id">Learn more</span> </a> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-large-scale-machine-learning-5-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-large-scale-machine-learning-5-content"> <span class="glue-expansion-panel__header-text">Large-scale machine learning</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-large-scale-machine-learning-5-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We focus on large scale machine learning including supervised learning (e.g. deep learning and kernel-based learning), and semi/unsupervised learning (e.g. streaming clustering and efficient similarity search). The research areas include distributed optimization, personalization and privacy-preserving learning, on-device learning and inference, recommendation systems, data-dependent hashing, and learning-based vision. We develop principled approaches and apply them to Google’s products. Our team regularly publishes in top-tier learning conferences and journals. Our team’s work has been applied across Google, powering Search and Display Ads, YouTube, Android, Play, Gmail, Assistant and Google Shopping.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-online-clustering-6-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-online-clustering-6-content"> <span class="glue-expansion-panel__header-text">Online clustering</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-online-clustering-6-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We provide fast clustering of the datasets that can scale to billions of datapoints, and a streaming throughput of hundreds of thousands of points per second. The goal is to provide scalable nonparametric clustering without making simplistic generative assumptions like convexity of clusters which are rarely true in practice. The team develops techniques that can handle drift in data distributions over time. These techniques are being used in a large number of applications including dynamic spam detection in multiple products and semantic expansion in NLP.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-modeling-and-data-science-7-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-modeling-and-data-science-7-content"> <span class="glue-expansion-panel__header-text">Modeling and data science</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-modeling-and-data-science-7-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We sift through data to discover, understand, and model implicit signals in user behavior. We partner with Product Areas such as Ads, YouTube, Android, and more to add machine learning functionality to products across Google. Due to the open ended nature of data mining, ongoing projects vary and currently include smart notifications on Android, Ads Pricing optimizations, differential privacy work, and more.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-structured-data-8-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-structured-data-8-content"> <span class="glue-expansion-panel__header-text">Structured data</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-structured-data-8-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">The goals of the Structured Data group are: 1) working with various product teams closely and leverage our expertise in structured data to solve challenging technical problems and initiate new product features; 2) providing scientific expertise in computational journalism across Google in the fight against digital misinformation; 3) drive a long-term agenda that will advance state-of-the-art research in structured data with real world impact.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-scalable-matching-9-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-scalable-matching-9-content"> <span class="glue-expansion-panel__header-text">Scalable matching</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-scalable-matching-9-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We develop techniques for large scale similarity search in massive databases with arbitrary data types (sparse or dense high dimensional data) and similarity measures (metric/non-metric, potentially learned from data). The focus has been on developing data-dependent ML-based hashing techniques and tree-hash hybrids that are driving a multitude of applications at Google. This team also develops techniques for fast inference in machine learning models including neural networks, often improving the speeds over 50x while maintaining near exact accuracy.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-speech-and-language-algorithms-10-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-speech-and-language-algorithms-10-content"> <span class="glue-expansion-panel__header-text">Speech and language algorithms</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-speech-and-language-algorithms-10-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Our mission is to accurately and efficiently represent, combine, optimize and search models of speech and text. In particular, we devise automata, grammars, neural and other models that represent word histories, context-dependent lexicons for speech and keyboard, written-to-spoken transductions and extractions of dates, times, currency, measures, etc, and transliteration and contextual models of language. These can be combined and optimized to give high-accuracy, efficient speech recognition and synthesis, text normalization, and more. We provide efficient decoding algorithms to search these models. This work is used extensively in Google's speech and text processing infrastructure.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-sensitive-content-detection-11-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-sensitive-content-detection-11-content"> <span class="glue-expansion-panel__header-text">Sensitive content detection</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-sensitive-content-detection-11-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Our mission is to create a comprehensive set of classifiers for detecting offensive, inappropriate & controversial content in images and video. We accomplish this using a variety of techniques, including ensembles of ML models that are trained on images and text from the web. We also apply transfer learning on deep vision models for domain-specific classifier creation.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-semi-supervised-and-unsupervised-machine-learning-12-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-semi-supervised-and-unsupervised-machine-learning-12-content"> <span class="glue-expansion-panel__header-text">Semi-supervised and unsupervised machine learning</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-semi-supervised-and-unsupervised-machine-learning-12-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Semi-supervised learning is increasingly critical to solving many real-world product problems where data is sparse, sparsely labeled, or noisy. We develop semi-supervised and unsupervised machine learning systems that operate at Google scale. We apply our research to a broad range of problems, including query understanding, conversation understanding, and media understanding.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-ml-model-compression-for-mobile-devices-13-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-ml-model-compression-for-mobile-devices-13-content"> <span class="glue-expansion-panel__header-text">ML model compression for mobile devices</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-ml-model-compression-for-mobile-devices-13-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We develop systems for transforming cloud-resident ML models to highly efficient models that run on resource-constrained mobile devices.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-media-understanding-in-conversations-14-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-media-understanding-in-conversations-14-content"> <span class="glue-expansion-panel__header-text">Media understanding in conversations</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-media-understanding-in-conversations-14-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">We enrich electronic conversations by understanding media using multi-modal signals from images, video, text, and the web. We accomplish this by marrying machine vision models with ML-enabled natural language understanding and generation systems.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-combinatorial-machine-learning-15-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-combinatorial-machine-learning-15-content"> <span class="glue-expansion-panel__header-text">Combinatorial machine learning</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-combinatorial-machine-learning-15-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Many fundamental learning problems we solve at Google have non-trivial combinatorial structure that prevents the application of general purpose ML algorithms. They exhibit complex and discontinuous loss functions (e.g., in pricing) or combinatorial explosions (such as contextual bandits, feature selection, or integer programming) and may require solutions that are robust against strategic behavior. Our team pushes the boundaries in these areas through research that blends techniques from learning theory, game theory, and discrete/continuous optimization.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-glassbox-16-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-glassbox-16-content"> <span class="glue-expansion-panel__header-text">Glassbox</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-glassbox-16-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Glassbox Learning does R&D into making ML more controllable and interpretable, without sacrificing accuracy. An important line of research is how to translate policy goals about metrics and fairness into machine learning training. For interpretability, Glassbox provides end-to-end guarantees on the relationship of inputs to outputs, such as monotonicity and other shape constraints. To achieve these goals, Glassbox researches and utilizes new algorithms for constrained optimization.</p> </div> </div> </div> </div> <div class="glue-expansion-panel"> <h3 class="glue-expansion-panel__toggle js-gt-accordion-item"> <span class="glue-expansion-panel__button" id="accordion-panel-dataset-search-17-toggle" data-glue-expansion-panel-toggle-for="accordion-panel-dataset-search-17-content"> <span class="glue-expansion-panel__header-text">Dataset search</span> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-expansion-panel__header-arrow"> <use href="/gr/static/assets/icons/glue-icons.svg#expand-more"></use> </svg> </span> </h3> <div class="glue-expansion-panel__content" id="accordion-panel-dataset-search-17-content"> <div class="accordion__item__content"> <div> <p data-block-key="0fz7k">Dataset Search, also known as Science Search, is a project to index all datasets on the web and to make the metadata (and, where possible, the data itself) searchable and useful. Datasets and related data tend to be spread across multiple data repositories on the web. In most cases, data is not linked nor has it been indexed which makes searching tedious or, in some cases, impossible.</p> </div> </div> </div> </div> </div> </div> </section> </div> </div> </section> <section class="offset-two-up --theme-light both" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">Featured publications</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-vertical-padding"> <div class="publications-list --theme-light row-card-list" data-hot-swap="pub-list" data-gt-id="publications_list" data-gt-component-name=""> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/lamda-language-models-for-dialog-applications/ > LaMDA: Language Models for Dialog Applications </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Aaron Daniel Cohen </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/104881/"> Adam Roberts </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/alejandramolina/"> Alejandra Molina </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Alena Butryna </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Alicia Jin </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Apoorv Kulshreshtha </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106467/"> Ben Hutchinson </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Ben Zevenbergen </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106776/"> Blaise Hilary Aguera-Arcas </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Chung-ching Chang </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107570/"> Claire Cui </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Cosmo Du </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Daniel De Freitas Adiwardana </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Dehao Chen </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Dmitry (Dima) Lepikhin </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/edchi/"> Ed H. Chi </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Erin Hoffman-John </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/heng-tzecheng/"> Heng-Tze Cheng </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/hongraelee/"> Hongrae Lee </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Igor Krivokon </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> James Qin </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Jamie Hall </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Joe Fenton </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Johnny Soraker </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Kathy Meier-Hellstern </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106948/"> Kristen Olson </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/loraaroyo/"> Lora Mois Aroyo </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Maarten Paul Bosma </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Marc Joseph Pickett </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Marcelo Amorim Menegali </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Marian Croak </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107576/"> Mark Díaz </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/108342/"> Matthew Lamm </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Maxim Krikun </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/meredithringelmorris/"> Meredith Ringel Morris </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Noam Shazeer </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/quocle/"> Quoc V. Le </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Rachel Bernstein </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Ravi Rajakumar </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Ray Kurzweil </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Romal Thoppilan </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Steven Zheng </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Taylor Bos </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Toju Duke </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Tulsee Doshi </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Vincent Y. Zhao </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/vinodkumarprabhakaran/"> Vinodkumar Prabhakaran </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Will Rusch </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/yaguangli/"> YaGuang Li </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/105661/"> Yanping Huang </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107323/"> Yanqi Zhou </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Yuanzhong Xu </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Zhifeng Chen </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> arXiv (2022) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentwe-present-lamda-language-models tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentwe-present-lamda-language-models" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">We present LaMDA: Language Models for Dialog Applications. LaMDA is a family of Transformer-based neural language models specialized for dialog, which have up to 137B parameters and arepre-trained on 1.56T words of public dialog data and web text. While model scaling alone canimprove quality, it shows less improvements on safety and factual grounding. We demonstrate thatfine-tuning with annotated data and enabling the model to consult external knowledge sources canlead to significant improvements towards the two key challenges of safety and factual grounding.The first challenge, safety, involves ensuring that the model’s responses are consistent with a set ofhuman values, such as preventing harmful suggestions and unfair bias. We quantify safety using ametric based on an illustrative set of values, and we find that filtering candidate responses using aLaMDA classifier fine-tuned with a small amount of crowdworker-annotated data offers a promisingapproach to improving model safety. The second challenge, factual grounding, involves enabling themodel to consult external knowledge sources, such as an information retrieval system, a languagetranslator, and a calculator. We quantify factuality using a groundedness metric, and we find that ourapproach enables the model to generate responses grounded in known sources, rather than responsesthat merely sound plausible. Finally, we explore the use of LaMDA in the domains of education andcontent recommendations, and analyze their helpfulness and role consistency.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/lamda-language-models-for-dialog-applications/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/transformer-memory-as-a-differentiable-search-index/ > Transformer Memory as a Differentiable Search Index </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Yi Tay </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/vinhqtran/"> Vinh Q. Tran </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/105644/"> Mostafa Dehghani </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Jianmo Ni </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/darabahri/"> Dara Bahri </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Harsh Mehta </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106036/"> Zhen Qin </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/kaihui/"> Kai Hui </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Zhe Zhao </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106128/"> Jai Gupta </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/talschuster/"> Tal Schuster </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/105985/"> William W. Cohen </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/donaldmetzler/"> Don Metzler </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> NeurIPS 2022 </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentin-this-paper-we-demonstrate-that tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentin-this-paper-we-demonstrate-that" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">In this paper, we demonstrate that information retrieval can be accomplished with a single Transformer, in which all information about the corpus is encoded in the parameters of the model. To this end, we introduce the Differentiable Search Index (DSI), a new paradigm that learns a text-to-text model that maps string queries directly to relevant docids; in other words, a DSI model answers queries directly using only its parameters, dramatically simplifying the whole retrieval process. We study variations in how documents and their identifiers are represented, variations in training procedures, and the interplay between models and corpus sizes. Experiments demonstrate that given appropriate design choices, DSI significantly outperforms strong baselines such as dual encoder models. Moreover, DSI demonstrates strong generalization capabilities, outperforming a BM25 baseline in a zero-shot setup.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/transformer-memory-as-a-differentiable-search-index/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/hyperband-a-novel-bandit-based-approach-to-hyperparameter-optimization/ > Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Liam Li </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Kevin Jamieson </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106565/"> Giulia DeSalvo </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/author36233/"> Afshin Rostamizadeh </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Ameet Talwalkar </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Journal of Machine Learning Research, 18-185 (2018), pp. 1-52 </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentperformance-of-machine-learning-al tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentperformance-of-machine-learning-al" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">Performance of machine learning algorithms depends critically on identifying a good set of hyperparameters. While recent approaches use Bayesian optimization to adaptively select configurations, we focus on speeding up random search through adaptive resource allocation and early-stopping. We formulate hyperparameter optimization as a pure-exploration non-stochastic infinite-armed bandit problem where a predefined resource like iterations, data samples, or features is allocated to randomly sampled configurations. We introduce a novel algorithm, øuralg , for this framework and analyze its theoretical properties, providing several desirable guarantees. Furthermore, we compare øuralg with popular Bayesian optimization methods on a suite of hyperparameter optimization problems. We observe that øuralg can provide over an order-of-magnitude speedup over our competitor set on a variety of deep-learning and kernel-based learning problems.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/hyperband-a-novel-bandit-based-approach-to-hyperparameter-optimization/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/fnet-mixing-tokens-with-fourier-transforms/ > FNet: Mixing Tokens with Fourier Transforms </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Ilya Eckstein </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> James Patrick Lee-Thorp </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Joshua Ainslie </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/santiagoontan/"> Santiago Ontanon </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> NAACL 2022 (Association for Computational Linguistics) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentwe-show-that-transformer-encoder-a tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentwe-show-that-transformer-encoder-a" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">We show that Transformer encoder architectures can be massively sped up, with limited accuracy costs, by replacing the self-attention sublayers with simple linear transformations that "mix" input tokens. These linear transformations, along with standard nonlinearities in feed-forward layers, prove competent at modeling semantic relationships in several text classification tasks. Most surprisingly, we find that replacing the self-attention sublayer in a Transformer encoder with a standard, unparameterized Fourier Transform achieves 92-97% of the accuracy of BERT counterparts on the GLUE benchmark, but trains nearly seven times faster on GPUs and twice as fast on TPUs. The resulting model, FNet, also scales very efficiently to long inputs. Specifically, when compared to the "efficient" Transformers on the Long Range Arena benchmark, FNet matches the accuracy of the most accurate models, but is faster than the fastest models across all sequence lengths on GPUs (and across relatively shorter lengths on TPUs). Finally, FNet has a light memory footprint and is particularly efficient at smaller model sizes: for a fixed speed and accuracy budget, small FNet models outperform Transformer counterparts.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/fnet-mixing-tokens-with-fourier-transforms/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/understanding-robustness-of-transformers-for-image-classification/ > Understanding Robustness of Transformers for Image Classification </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/srinadhbhojanapalli/"> Srinadh Bhojanapalli </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107612/"> Ayan Chakrabarti </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/danielglasner/"> Daniel Glasner </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Daliang Li </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Thomas Unterthiner </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106067/"> Andreas Veit </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Proceedings of the IEEE/CVF International Conference on Computer Vision (2021) (to appear) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentdeep-convolutional-neural-networks tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentdeep-convolutional-neural-networks" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">Deep Convolutional Neural Networks (CNNs) have long been the architecture of choice for computer vision tasks. Recently, Transformer-based architectures like Vision Transformer (ViT) have matched or even surpassed ResNets for image classification. However, details of the Transformer architecture such as the use of non-overlapping patches lead one to wonder whether these networks are as robust. In this paper, we perform an extensive study of a variety of different measures of robustness of ViT models and compare the findings to ResNet baselines. We investigate robustness to input perturbations as well as robustness to model perturbations. We find that when pre-trained with a sufficient amount of data, ViT models are at least as robust as the ResNet counterparts on a broad range of perturbations. We also find that Transformers are robust to the removal of almost any single layer, and that while activations from later layers are highly correlated with each other, they nevertheless play an important role in classification.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/understanding-robustness-of-transformers-for-image-classification/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/spot-better-frozen-model-adaptation-through-soft-prompt-transfer/ > SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Tu Vu </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107836/"> Brian Lester </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/107364/"> Noah Constant </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Rami Al-Rfou </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/danielcer/"> Daniel Cer </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (2022) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentthere-has-been-growing-interest-in tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentthere-has-been-growing-interest-in" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">There has been growing interest in parameter-efficient methods to apply pre-trained language models to downstream tasks. Building on the Prompt Tuning approach of Lester et al. (2021), which learns task-specific soft prompts to condition a frozen pre-trained model to perform different tasks, we propose a novel prompt-based transfer learning approach called SPoT: Soft Prompt Transfer. SPoT first learns a prompt on one or more source tasks and then uses it to initialize the prompt for a target task. We show that SPoT significantly boosts the performance of Prompt Tuning across many tasks. More remarkably, across all model sizes, SPoT matches or outperforms standard Model Tuning (which fine-tunes all model parameters) on the SuperGLUE benchmark, while using up to 27,000x fewer task-specific parameters. To understand where SPoT is most effective, we conduct a large-scale study on task transferability with 26 NLP tasks in 160 combinations, and demonstrate that many tasks can benefit each other via prompt transfer. Finally, we propose an efficient retrieval approach that interprets task prompts as task embeddings to identify similar tasks and predict the most transferable source tasks for a novel target task.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/spot-better-frozen-model-adaptation-through-soft-prompt-transfer/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/efficient-deep-learning-a-survey-on-making-deep-learning-models-smaller-faster-and-better/ > Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster and, Better </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/gauravmenghani/"> Gaurav Menghani </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> ACM Computing Surveys (2023) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentdeep-learning-has-revolutionized-t tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentdeep-learning-has-revolutionized-t" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">Deep Learning has revolutionized the fields of Computer Vision, Natural Language, Speech, Information Retrieval and more. However, with the growth of Deep Learning models, the number of parameters, latency, resources required to train, all have increased significantly. Consequently, it has become important to focus on the footprint of the model, not just its quality. We present and motivate the problem of efficiency in Deep Learning, followed by a thorough survey of the five core areas of model efficiency and the seminal work there. We also present an experiment-based guide for practitioners to optimize their models. We believe this is the first comprehensive survey in the Efficient Deep Learning space. Our hope is that this survey would provide the reader with both the mental model and the necessary understanding of the field to firstly apply generic efficiency techniques to immediately get a sizeable improvements, and secondly ideas for experimentation to achieve additional gains.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/efficient-deep-learning-a-survey-on-making-deep-learning-models-smaller-faster-and-better/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/mime-mimicking-centralized-stochastic-algorithms-in-federated-learning/ > Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106051/"> Ananda Theertha Suresh </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Martin Jaggi </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/author122/"> Mehryar Mohri </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Sai Praneeth Karimireddy </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106138/"> Sashank Reddi </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Satyen Kale </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Sebastian Stich </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> ICML 2021 (2020) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentfederated-learning-fl-is-a-chall tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentfederated-learning-fl-is-a-chall" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">Federated learning (FL) is a challenging setting for optimization due to the heterogeneity of the data across different clients which gives rise to the client drift phenomenon. In this work, we propose a general algorithmic framework, \mime, which i) mitigates client drift and ii) adapts arbitrary centralized optimization algorithms such as SGD and Adam to the federated learning setting. Mime uses a combination of control-variates and server-level statistics (e.g. momentum) at every client-update step to ensure that each local update mimics that of the centralized method run on iid data. We prove a reduction result showing that \mime can translate the convergence of a generic algorithm in the centralized setting into convergence in the federated setting. Further, we show for the first time that multiple local steps can lead to faster convergence in the cross-device FL setting. Our thorough theoretical and empirical analyses establish Mime's superiority over other other baselines.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/mime-mimicking-centralized-stochastic-algorithms-in-federated-learning/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/modifying-memories-in-transformer-models/ > Modifying Memories in Transformer Models </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/106289/"> Ankit Singh Rawat </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Chen Zhu </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Daliang Li </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/felixyu/"> Felix Yu </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Manzil Zaheer </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/author11555/"> Sanjiv Kumar </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/srinadhbhojanapalli/"> Srinadh Bhojanapalli </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Arxiv (2020) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentlarge-transformer-models-have-achi tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentlarge-transformer-models-have-achi" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">Large Transformer models have achieved impressive performance in many natural language tasks. In particular, Transformer based language models have been shown to have great capabilities in encoding factual knowledge in their vast amount of parameters. While the tasks of improving the memorization and generalization of Transformers have been widely studied, it is not well known how to make transformers forget specific old facts and memorize new ones. In this paper, we propose a new task of \emph{explicitly modifying specific factual knowledge in Transformer models while ensuring the model performance does not degrade on the unmodified facts}. This task is useful in many scenarios, such as updating stale knowledge, protecting privacy, and eliminating unintended biases stored in the models. We benchmarked several approaches that provide natural baseline performances on this task. This leads to the discovery of key components of a Transformer model that are especially effective for knowledge modifications. The work also provides insights into the role that different training phases (such as pretraining and fine-tuning) play towards memorization and knowledge modification.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/modifying-memories-in-transformer-models/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> <div class="row-card"> <div class="row-card__container"> <div class="row-card__body"> <a class="row-card__heading headline-6 glue-link" href=https://research.google/pubs/ai-choreographer-music-conditioned-3d-dance-generation-with-aist/ > AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ </a> <div class="row-card__subheading"> <div class="row-card__subheading__item extra-small-text"> Angjoo Kanazawa </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> <a class="row-card__small-link" href="/people/author23969/"> David Ross </a> </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Ruilong Li </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> Shan Yang </div> <div class="row-card__subheading__spacer"></div> <div class="row-card__subheading__item extra-small-text"> ICCV 2021 (2021) </div> </div> </div> <div class="row-card__cta headline-6"> <div class="glue-tooltip" data-glue-tooltip-auto-position="false"> <button class="glue-button glue-button--low-emphasis glue-tooltip__trigger" aria-describedby=tooltip-contentwe-present-aist-a-new-multi-mo tabindex=0 > <span class="js-gt-item-id">Preview</span> </button> <span id="tooltip-contentwe-present-aist-a-new-multi-mo" class="glue-tooltip__content" role="tooltip"> <span data-tooltip-type="simple"> Preview abstract </span> <span data-tooltip-type="rich"> <span class="glue-tooltip__body">We present AIST++, a new multi-modal dataset of 3D dance motion and music, along with FACT, a Full-AttentionCross-modal Transformer network for generating 3D dance motion conditioned on music.The proposed AIST++dataset contains 1.1M frames of 3D dance motion in 1408sequences, covering 10 dance genres with multi-view videos with known camera poses—the largest dataset of this kind to our knowledge. We show that naively applying sequence models such as transformers to this dataset for the task of music conditioned 3D motion generation does not produce satisfactory 3D motion that is well correlated with the input music. We overcome these shortcomings by introducing key changes in its architecture design and supervision: FACT model involves a deep cross-modal transformer block with full-attention that is trained to predict N future motions.We empirically show that these changes are key factors in generating long sequences of realistic dance motion that is well-attuned to the input music. We conduct extensive experiments on AIST++ with user studies, where our method outperforms recent state-of-the-art methods both qualitatively and quantitatively.</span> <a class="glue-button glue-button--low-emphasis" href="https://research.google/pubs/ai-choreographer-music-conditioned-3d-dance-generation-with-aist/" > <span class="js-gt-item-id">View details</span> </a> </span> </span> </div> </div> </div> </div> </div> </section> <div class="offset-two-up__cta"> <a class="glue-button glue-button--medium-emphasis" href="https://research.google/pubs/?&category=athena" > <span class="js-gt-item-id">View more publications</span> </a> </div> </div> </div> </section> <section class="offset-two-up --theme-dark both" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">Highlighted work</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-padding-top"> <ul class="card-stack--basic nested-glue-grid-override" data-gt-id="project_basic_card_stack" data-gt-component-name=""> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/differentially-private-heatmaps/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/differentially-privacy-heatmaps-project.width-800.png" alt="Differentially privacy heatmaps" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/differentially-privacy-heatmaps-project.width-800.png" alt="Differentially privacy heatmaps" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Differentially privacy heatmaps </span> <div class="glue-card__description glue-spacer-1-top"> Introducing an efficient differential privacy (DP) algorithm for computing heatmaps with provable guarantees. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.youtube.com/watch?v=XEbbJHFwkUo" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/simulating-wildfires-project.width-800.png" alt="Simulating wildfires" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/simulating-wildfires-project.width-800.png" alt="Simulating wildfires" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Simulating wildfires before they happen </span> <div class="glue-card__description glue-spacer-1-top"> Since 1930, 50% of California's largest wildfires occurred in the last 5 years. Learn how Google Research's Foresight team predicts wildfire behavior using AI & simulations. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://sites.research.google/pali/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/scalable-approach-project.width-800.png" alt="Scalable approach" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/scalable-approach-project.width-800.png" alt="Scalable approach" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> A scalable approach to joint modeling of language and images </span> <div class="glue-card__description glue-spacer-1-top"> PaLI is a simple, reusable and scalable architecture that can reuse previously trained models. It is trained on WebLI data to perform a wide range of tasks across image-only, language-only, and image-language domains. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/learning-with-queried-hints/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/learning-with-queried-hints-project.width-800.png" alt="Learning with queried hints" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/learning-with-queried-hints-project.width-800.png" alt="Learning with queried hints" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Learning with queried hints </span> <div class="glue-card__description glue-spacer-1-top"> Algorithms can achieve strong guarantees even when the feedback from the model is in the form of a weak hint in bandit-like settings. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/datasets-at-your-fingertips-in-google-search/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/datasets-search-project.width-800.png" alt="Datasets search" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/datasets-search-project.width-800.png" alt="Datasets search" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Datasets at your fingertips in Google Search </span> <div class="glue-card__description glue-spacer-1-top"> Dataset Search is a dedicated search engine for datasets with more than 45 million indexed datasets from more than 13,000 websites covering many disciplines and topics, including government, scientific, and commercial datasets. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/google-research-2022-beyond-algorithms-for-efficient-deep-learning/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/2022-beyond-project.width-800.png" alt="2022 beyond" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/2022-beyond-project.width-800.png" alt="2022 beyond" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> 2022 & beyond: Algorithms for efficient deep learning </span> <div class="glue-card__description glue-spacer-1-top"> Our research on efficient architectures reduce cost and latency to enable ML breakthroughs in production and business deployments. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/google-research-2022-beyond-algorithmic-advances/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/project-algorithmic-advances.width-800.png" alt="Algorithmic advances" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/project-algorithmic-advances.width-800.png" alt="Algorithmic advances" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> 2022 & beyond: Algorithmic advances </span> <div class="glue-card__description glue-spacer-1-top"> We're pushing the bounds of clustering, optimization and scalability for algorithms that power Google-scale services. Innovation in algorithmic theory sets the foundation for our global knowledge graph with applications for Ads, Maps, YouTube and more. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/frmt-a-benchmark-for-few-shot-region-aware-machine-translation/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/project-region-aware-machine-translation-e5250.width-800.png" alt="Region aware machine translation" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/project-region-aware-machine-translation-e5250.width-800.png" alt="Region aware machine translation" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> FRMT: A benchmark for few-shot region-aware machine translation </span> <div class="glue-card__description glue-spacer-1-top"> An evaluation dataset used to measure machine translation systems’ ability to support regional varieties through a case study on Brazilian vs. European Portuguese and Mainland vs. Taiwan Mandarin Chinese. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/a-vision-language-approach-for-foundational-ui-understanding/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/project-vision-language-ui-understanding.width-800.png" alt="Vision language ui understanding" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/project-vision-language-ui-understanding.width-800.png" alt="Vision language ui understanding" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> A vision-language approach for foundational UI understanding </span> <div class="glue-card__description glue-spacer-1-top"> A vision-only approach that aims to achieve general UI understanding completely from raw pixels — a key step towards achieving intelligent UI behaviors. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/teaching-old-labels-new-tricks-in-heterogeneous-graphs/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/project-new-tricks-in-heterogeneous-graphs.width-800.png" alt="New tricks in heterogeneous graphs" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/project-new-tricks-in-heterogeneous-graphs.width-800.png" alt="New tricks in heterogeneous graphs" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Teaching old labels new tricks in heterogeneous graphs </span> <div class="glue-card__description glue-spacer-1-top"> A novel zero-shot transfer learning approach to improve model performance on a target domain with no labels using the knowledge learned by the model from another related source domain with adequately labeled data. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://research.google/blog/leveraging-transfer-learning-for-large-scale-differentially-private-image-classification/" aria-label="" > <div class="glue-card__inner"> <picture class="glue-card__asset play-pause-size-override"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/project-transfer-learning-for-large-scale.width-800.png" alt="Transfer learning for large scale" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/project-transfer-learning-for-large-scale.width-800.png" alt="Transfer learning for large scale" loading="lazy" /> </picture> <div class="glue-card__content --no-media"> <span class="headline-5 js-gt-item-id"> Leveraging transfer learning for large scale differentially private image classification </span> <div class="glue-card__description glue-spacer-1-top"> Transfer learning can be used to improve the accuracy of differentially private image classification models by leveraging knowledge learned from pre-training tasks. This is especially useful when there is limited or low-quality data available for the target problem. </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> Learn More </span> </div> </div> </a> </li> </ul> </section> </div> </div> </section> <section class="offset-two-up --theme-light both" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">Some of our locations</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-padding-top"> <div class="card-stack--basic" data-gt-id="basic_card_stack" data-gt-component-name=""> <ul class="nested-glue-grid-override"> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/cambridge/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Cambridge.width-800.jpg" alt="Cambridge" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Cambridge.width-800.jpg" alt="Cambridge" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> Cambridge </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/london" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/London_1.width-800.jpg" alt="London" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/London_1.width-800.jpg" alt="London" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> London </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/new-york/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/NY.width-800.jpg" alt="NY" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/NY.width-800.jpg" alt="NY" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> New York </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/paris" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Paris.width-800.jpg" alt="Paris" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Paris.width-800.jpg" alt="Paris" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> Paris </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/san-francisco/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/SF.width-800.jpg" alt="SF" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/SF.width-800.jpg" alt="SF" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> San Francisco Bay Area </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/seattle-kirkland-bellevue-redmond/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Seattle-and-Kirkland.width-800.jpg" alt="Seattle and Kirkland" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Seattle-and-Kirkland.width-800.jpg" alt="Seattle and Kirkland" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> Seattle & Kirkland </span> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm"> <a class="glue-card not-glue " href="https://www.google.com/about/careers/applications/locations/zurich" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Zurich.width-800.jpg" alt="Zurich" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Zurich.width-800.jpg" alt="Zurich" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> Zurich </span> </div> </div> </a> </li> </ul> </div> </section> </div> </div> </section> <section class="offset-two-up --theme-dark --no-padding-bottom" data-gt-id="offset_two_up" data-gt-component-name=""> <div class="glue-page glue-grid"> <div class="offset-two-up__left-col glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-3-lg"> <h2 class="offset-two-up__headline headline-3">Some of our people</h2> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-9-lg"> <section class="component-as-block --no-padding-top"> <div class="js-show-more-list" data-show-more-items-per-view="12" data-gt-id="people_card_stack" data-show-more-hidden-class="--hidden" data-gt-component-name=""> <ul class="card-stack--people glue-grid" > <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107321/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5970.png" alt="Su Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Su Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105186/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4766.png" alt="Emmanuel Guere" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Emmanuel Guere</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Software Engineering</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/rossmichaelanderson/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5382.png" alt="Ross Michael Anderson" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ross Michael Anderson</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/youwillwu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4538.png" alt="You (Will) Wu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">You (Will) Wu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107936/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6641.png" alt="Brandon Asher Mayer" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Brandon Asher Mayer</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105395/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/7c337d7c1eb1111e81d321224b780cb3444001fc.png" alt="Tianjian Lu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tianjian Lu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107401/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6057.png" alt="Jae Hun Ro" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jae Hun Ro</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106252/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5063.png" alt="Harikrishna Narasimhan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Harikrishna Narasimhan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/alexanderku/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4531.png" alt="Alexander Ku" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Alexander Ku</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105937/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4466.png" alt="Cibu C Johny" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Cibu C Johny</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/mihaiamarandeistavila/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mihai Amarandei-Stavila</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Networking</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item "> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108280/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6971.png" alt="Sumit Kumar Sanghai" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sumit Kumar Sanghai</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/fredericdidier/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6003.png" alt="Frederic Didier" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Frederic Didier</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106446/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5003.png" alt="Rasmus Munk Larsen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rasmus Munk Larsen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/donaldmetzler/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/538.png" alt="Donald Metzler" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Donald Metzler</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kshiprabhawalkar/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/357.png" alt="Kshipra Bhawalkar" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kshipra Bhawalkar</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105458/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3998.png" alt="Yun-hsuan Sung" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yun-hsuan Sung</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/felixyu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/107.png" alt="Felix Yu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Felix Yu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Learning</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/vinhqtran/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6021.png" alt="Vinh Q. Tran" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vinh Q. Tran</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/serenalutongwang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5036.png" alt="Serena Lutong Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Serena Lutong Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108138/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ashish V. Thapliyal</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Translation</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/santiagorbalseiro/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6523.png" alt="Santiago R. Balseiro" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Santiago R. Balseiro</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106710/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6649.png" alt="Moustafa Alzantot" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Moustafa Alzantot</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Mobile Systems</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107320/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5972.png" alt="Vincent Pierre Cohen-addad" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vincent Pierre Cohen-addad</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107984/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6694.png" alt="Fotios Iliopoulos" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Fotios Iliopoulos</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author3286/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Shankar Kumar</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107711/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Neha Arora</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author38946/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/861.png" alt="Yang Li" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yang Li</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Mobile Systems</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/haozhang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/180.png" alt="Hao Zhang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Hao Zhang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/amrahmed/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/806.png" alt="Amr Ahmed" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Amr Ahmed</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/mingyangzhang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mingyang Zhang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107137/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Harsh Mehta</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/chengli/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4343.png" alt="Cheng Li" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Cheng Li</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/gangli/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Gang Li</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107078/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6072.png" alt="Tao Chen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tao Chen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/krishnasrinivasan/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5831.png" alt="Krishna Srinivasan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Krishna Srinivasan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/xinwang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5977.png" alt="Xin Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Xin Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107300/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Deepak Ramachandran</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/qingwang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6661.png" alt="Qing Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Qing Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">General Science</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107721/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6433.png" alt="Li Yang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Li Yang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/diwang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5808.png" alt="Di Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Di Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106984/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yichen Zhou</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/zachfisher/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5681.png" alt="Zach Fisher" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zach Fisher</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107799/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jing Lu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/zhefeng/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6424.png" alt="Zhe Feng" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zhe Feng</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kateslin/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6384.png" alt="Kate Lin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kate Lin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107755/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Xi Chen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/chaozhang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6711.png" alt="Chao Zhang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Chao Zhang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/linchen/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Lin Chen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jenniferbrennan/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6940.png" alt="Jennifer Brennan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jennifer Brennan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/mirrokni/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/904.png" alt="Vahab S. Mirrokni" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vahab S. Mirrokni</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author121/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/640.png" alt="Corinna Cortes" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Corinna Cortes</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">General Science</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author125/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/74.png" alt="Michael Riley" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Michael Riley</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105765/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5988.png" alt="Tania Bedrax-Weiss" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tania Bedrax-Weiss</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author3107/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/469.png" alt="Gagan Aggarwal" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Gagan Aggarwal</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author11555/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/795.png" alt="Sanjiv Kumar" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sanjiv Kumar</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jonorwant/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/535.png" alt="Jon Orwant" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jon Orwant</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author31656/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/865.png" alt="Aranyak Mehta" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Aranyak Mehta</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/ameeshmakadia/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/580.png" alt="Ameesh Makadia" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ameesh Makadia</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/vincentfurnon/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4768.png" alt="Vincent Furnon" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vincent Furnon</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author39110/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/484.png" alt="Sarvjeet Singh" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sarvjeet Singh</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Responsible AI</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author8038/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/199.png" alt="Andrew Tomkins" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Andrew Tomkins</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/silviolattanzi/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/305.png" alt="Silvio Lattanzi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Silvio Lattanzi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/sergeivassilvitskii/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/797.png" alt="Sergei Vassilvitskii" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sergei Vassilvitskii</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/vidhyanavalpakkam/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/353.png" alt="Vidhya Navalpakkam" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vidhya Navalpakkam</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/michaelbendersky/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/177.png" alt="Michael Bendersky" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Michael Bendersky</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105783/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4307.png" alt="Radu Soricut" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Radu Soricut</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Translation</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/marcnajork/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/534.png" alt="Marc Najork" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Marc Najork</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/craigboutilier/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/215.png" alt="Craig Boutilier" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Craig Boutilier</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/richardwashington/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/759.png" alt="Rich Washington" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rich Washington</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105399/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Katrina Sostek</p> <ul class="glue-no-bullet" role="list"> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/annakatanova/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5489.png" alt="Anna Katanova" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Anna Katanova</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author39327/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/612.png" alt="Fabien Viger" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Fabien Viger</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author130/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/593.png" alt="Cyril Allauzen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Cyril Allauzen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106559/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5141.png" alt="Kevin Aydin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kevin Aydin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105821/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4336.png" alt="Laurent Perron" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Laurent Perron</p> <ul class="glue-no-bullet" role="list"> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106473/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5034.png" alt="Mario Guajardo-Céspedes" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mario Guajardo-Céspedes</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Education Innovation</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author23244/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/673.png" alt="Jeongwoo Ko" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jeongwoo Ko</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106230/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4767.png" alt="Bruno De Backer" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Bruno De Backer</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author39771/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/650.png" alt="Sameer Agarwal" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sameer Agarwal</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/tombagby/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tom Bagby</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107258/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Chih-wei Hsu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/alexfabrikant/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/632.png" alt="Alex Fabrikant" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Alex Fabrikant</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/alexandergutkin/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/621.png" alt="Alexander Gutkin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Alexander Gutkin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/allanheydon/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5766.png" alt="Allan Heydon" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Allan Heydon</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Software Engineering</li> <li class="glue-labels small-text">Software Systems</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/xavigonzalvo/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/237.png" alt="Xavi Gonzalvo" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Xavi Gonzalvo</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/zoyasvitkina/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zoya Svitkina</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kaikohlhoff/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/223.png" alt="Kai Kohlhoff" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kai Kohlhoff</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author36233/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/646.png" alt="Afshin Rostamizadeh" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Afshin Rostamizadeh</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Education Innovation</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/author58264/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/291.png" alt="Umar Syed" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Umar Syed</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Education Innovation</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/mohammadmahdian/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/693.png" alt="Mohammad Mahdian" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mohammad Mahdian</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kevincanini/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/811.png" alt="Kevin Canini" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kevin Canini</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kishorepapineni/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5993.png" alt="Kishore Papineni" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kishore Papineni</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Education Innovation</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/clementcourbet/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4755.png" alt="Clement Courbet" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Clement Courbet</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Software Engineering</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/tamassarlos/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/907.png" alt="Tamas Sarlos" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tamas Sarlos</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105798/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Bo Pang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/burcukaragolayan/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4904.png" alt="Burcu Karagol Ayan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Burcu Karagol Ayan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/ondrejsykora/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4499.png" alt="Ondrej Sykora" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ondrej Sykora</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Software Engineering</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/davidrybach/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3833.png" alt="David Rybach" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">David Rybach</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/sandeeptata/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/119.png" alt="Sandeep Tata" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sandeep Tata</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106379/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/767c7711e3eeb04283cdb9ec71e00f3e8f469d58.png" alt="Sebastian Goodman" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sebastian Goodman</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105179/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3735.png" alt="Alejandra Estanislao" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Alejandra Estanislao</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106221/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4757.png" alt="Guillaume Chatelet" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Guillaume Chatelet</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Software Engineering</li> <li class="glue-labels small-text">Software Systems</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/brianroark/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/508.png" alt="Brian Roark" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Brian Roark</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/nanding/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/618.png" alt="Nan Ding" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Nan Ding</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106375/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Dustin Zelle</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/pawellichocki/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4734.png" alt="Pawel Lichocki" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Pawel Lichocki</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">General Science</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106648/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5236.png" alt="Erik Vee" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Erik Vee</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106128/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jai Gupta</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jingxie/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jing Xie</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/aaronarcher/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3666.png" alt="Aaron Archer" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Aaron Archer</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jonathanhalcrow/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6088.png" alt="Jonathan Halcrow" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jonathan Halcrow</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/renatopaesleme/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/38.png" alt="Renato Paes Leme" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Renato Paes Leme</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/mortezazadimoghaddam/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/225.png" alt="Morteza Zadimoghaddam" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Morteza Zadimoghaddam</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/austinwaters/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3944.png" alt="Austin Waters" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Austin Waters</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105996/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4525.png" alt="Simon Baumgartner" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Simon Baumgartner</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Software Engineering</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/natalyanoy/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/868.png" alt="Natasha Noy" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Natasha Noy</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106040/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Flip Korn</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Data Mining and Modeling</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107342/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5985.png" alt="Zhenhai Zhu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zhenhai Zhu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105540/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4073.png" alt="Ruiqi Guo" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ruiqi Guo</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/dachengjuan/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3646.png" alt="Da-Cheng Juan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Da-Cheng Juan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/104789/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3435.png" alt="Chris Welty" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Chris Welty</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/saeedalaei/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5971.png" alt="Saeed Alaei" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Saeed Alaei</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106232/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Anne-Claire Haury</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105816/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4334.png" alt="Rina Panigrahy" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rina Panigrahy</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/dmitrystorcheus/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/796.png" alt="Dmitry Storcheus" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Dmitry Storcheus</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/sreenivasgollapudi/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4337.png" alt="Sreenivas Gollapudi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sreenivas Gollapudi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kylegorman/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3429.png" alt="Kyle Gorman" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kyle Gorman</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/edithcohen/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/228.png" alt="Edith Cohen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Edith Cohen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Learning</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/xuanhuiwang/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4119.png" alt="Xuanhui Wang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Xuanhui Wang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/joonseoklee/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/441.png" alt="Joonseok Lee" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Joonseok Lee</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105935/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">ying sheng</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105168/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Andres Munoz Medina</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106370/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4920.png" alt="Mandy Guo" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mandy Guo</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105722/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4247.png" alt="Karthik Raman" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Karthik Raman</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/ehsanvariani/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/439.png" alt="Ehsan Variani" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ehsan Variani</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Speech Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105109/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3648.png" alt="Balasubramanian Sivan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Balasubramanian Sivan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jima/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5305.png" alt="Ji Ma" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ji Ma</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/seungyeonkim/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/140.png" alt="Seungyeon Kim" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Seungyeon Kim</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kostaskollias/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3742.png" alt="Kostas Kollias" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kostas Kollias</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105405/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yin-Wen Chang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105840/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4352.png" alt="Isin Demirsahin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Isin Demirsahin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/danamovshovitzattias/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3767.png" alt="Dana Alon" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Dana Alon</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/bertrandlecun/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4738.png" alt="bertrand Le cun" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">bertrand Le cun</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107396/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6054.png" alt="Nachiappan Valliappan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Nachiappan Valliappan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/alessandroepasto/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3444.png" alt="Alessandro Epasto" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Alessandro Epasto</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106051/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4593.png" alt="Ananda Theertha Suresh" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ananda Theertha Suresh</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107262/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Spurthi Amba Hombaiah</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105793/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4313.png" alt="Sherol Chen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sherol Chen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Education Innovation</li> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/vincentperot/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4574.png" alt="Vincent Perot" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Vincent Perot</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106192/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4725.png" alt="Jialu Liu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jialu Liu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/bryanperozzi/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3525.png" alt="Bryan Perozzi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Bryan Perozzi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/felixchern/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6626.png" alt="Felix Chern" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Felix Chern</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/manishpurohit/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Manish Purohit</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107038/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5627.png" alt="Weize Kong" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Weize Kong</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106417/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5835.png" alt="Junfeng He" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Junfeng He</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/davidapplegate/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3732.png" alt="David Applegate" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">David Applegate</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106234/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4771.png" alt="Stéphane Soppera" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Stéphane Soppera</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Software Engineering</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106597/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5177.png" alt="Kareem Amin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kareem Amin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/walidkrichene/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/3698.png" alt="Walid Krichene" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Walid Krichene</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Learning</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105487/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5100.png" alt="Si Si" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Si Si</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108078/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Grady Simon</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Human-Computer Interaction and Visualization</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/filipradlinski/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5060.png" alt="Filip Radlinski" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Filip Radlinski</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106036/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4576.png" alt="Zhen Qin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zhen Qin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/cjcarey/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6642.png" alt="CJ Carey" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">CJ Carey</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/105233/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4542.png" alt="Sen Zhao" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sen Zhao</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/tomerlevinboim/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5381.png" alt="Tomer Levinboim" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tomer Levinboim</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jasonbaldridge/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4304.png" alt="Jason Baldridge" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jason Baldridge</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/guolongsu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Guolong Su</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106339/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Gustavo Hernandez Abrego</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106512/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yinlam Chow</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Robotics</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106138/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sashank Reddi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/michallukasik/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4776.png" alt="Michal Lukasik" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Michal Lukasik</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Learning</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/johnpalowitch/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4533.png" alt="John Palowitch" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">John Palowitch</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106565/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5144.png" alt="Giulia DeSalvo" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Giulia DeSalvo</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/dimitrispaparas/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6281.png" alt="Dimitris Paparas" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Dimitris Paparas</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Management</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106235/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4772.png" alt="Sarah Mohajeri" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sarah Mohajeri</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/darabahri/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Dara Bahri</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106650/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Badih Ghazi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/hosseinesfandiari/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5257.png" alt="Hossein Esfandiari" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Hossein Esfandiari</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106420/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4976.png" alt="Chun-Ta Lu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Chun-Ta Lu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/arjungopalan/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5729.png" alt="Arjun Gopalan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Arjun Gopalan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106920/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5516.png" alt="Sara Ahmadian" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sara Ahmadian</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/christiantjandraatmadja/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Christian Tjandraatmadja</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/songzuo/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4839.png" alt="Song Zuo" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Song Zuo</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/tianqiliu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tianqi Liu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106067/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4620.png" alt="Andreas Veit" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Andreas Veit</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106289/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5184.png" alt="Ankit Singh Rawat" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ankit Singh Rawat</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/srinadhbhojanapalli/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4877.png" alt="Srinadh Bhojanapalli" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Srinadh Bhojanapalli</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/masrourzoghi/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4731.png" alt="Masrour Zoghi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Masrour Zoghi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jeanpougetabadie/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5262.png" alt="Jean Pouget-Abadie" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jean Pouget-Abadie</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/danielglasner/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6354.png" alt="Daniel Glasner" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Daniel Glasner</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/ameyavelingker/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ameya Velingker</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/sasantavakkol/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5758.png" alt="Sasan Tavakkol" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sasan Tavakkol</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106867/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5696.png" alt="Honglei Zhuang" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Honglei Zhuang</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106931/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5811.png" alt="Fei Sha" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Fei Sha</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107328/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6159.png" alt="Srikumar Ramalingam" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Srikumar Ramalingam</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Robotics</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106694/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jieming Mao</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106585/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5632.png" alt="Pasin Manurangsi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Pasin Manurangsi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/philsun/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5602.png" alt="Phil Sun" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Phil Sun</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Hardware and Architecture</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/zonglinli/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/03f5042b4ca6cb9087efabf6592d17ea78e041fb.png" alt="Zonglin Li" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Zonglin Li</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jeremiahliu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5237.png" alt="Jeremiah Liu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jeremiah Liu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/felixstahlberg/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6914.png" alt="Felix Stahlberg" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Felix Stahlberg</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/nickdoudchenko/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/0e1368af8500e82d283b2fd187f76d57c3e2724b.png" alt="Nick Doudchenko" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Nick Doudchenko</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/marialenakyriakidi/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5365.png" alt="Marialena Kyriakidi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Marialena Kyriakidi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107103/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5981.png" alt="Le Yan" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Le Yan</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">General Science</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106837/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5421.png" alt="Sadeep Jayasumana" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sadeep Jayasumana</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106910/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5498.png" alt="Matthew Fahrbach" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Matthew Fahrbach</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107002/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Wittawat Jitkrittum</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Learning</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107278/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6083.png" alt="Matthew Joseph" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Matthew Joseph</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/juanpablovielma/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5405.png" alt="Juan Pablo Vielma" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Juan Pablo Vielma</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/wennanzhu/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5671.png" alt="Wennan Zhu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Wennan Zhu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/yuandeng/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5672.png" alt="Yuan Deng" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yuan Deng</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107959/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Carolina Osorio</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/rolfjagerman/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/5901.png" alt="Rolf Jagerman" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rolf Jagerman</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/carlosesteves/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6015.png" alt="Carlos Esteves" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Carlos Esteves</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Robotics</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107434/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rajat Sen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107612/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6337.png" alt="Ayan Chakrabarti" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ayan Chakrabarti</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108278/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Ceslee Montgomery</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107665/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6376.png" alt="Otilia Stretcu" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Otilia Stretcu</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108296/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6992.png" alt="Mehran Kazemi" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Mehran Kazemi</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107684/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/7682.png" alt="Luke Vilnis" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Luke Vilnis</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107839/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/7756.png" alt="Anton Tsitsulin" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Anton Tsitsulin</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/kaihui/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6297.png" alt="Kai Hui" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kai Hui</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107587/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6299.png" alt="Rajesh Jayaram" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Rajesh Jayaram</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Distributed Systems and Parallel Computing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/108221/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Parker Riley</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Translation</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/talschuster/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6512.png" alt="Tal Schuster" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Tal Schuster</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/106169/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6336.png" alt="Joey Huchette" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Joey Huchette</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107766/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6579.png" alt="Yichao Zhou" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yichao Zhou</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107636/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6357.png" alt="Krisztian Balog" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Krisztian Balog</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/husseinhazimeh/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6391.png" alt="Hussein Hazimeh" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Hussein Hazimeh</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Security, Privacy and Abuse Prevention</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107906/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Kazuma Hashimoto</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/thibautcuvelier/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Thibaut Cuvelier</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/jiamingshen/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6378.png" alt="Jiaming Shen" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Jiaming Shen</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Data Mining and Modeling</li> <li class="glue-labels small-text">Information Retrieval and the Web</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/yifengteng/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="/gr/static/assets/images/missing-person-thumbnail.png" alt=""> </picture> <div class="glue-card__content"> <p class="glue-headline body">Yifeng Teng</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Economics and Electronic Commerce</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/sjoerdvansteenkiste/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/4509.png" alt="Sjoerd van Steenkiste" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Sjoerd van Steenkiste</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Machine Intelligence</li> <li class="glue-labels small-text">Machine Perception</li> <li class="glue-labels small-text">Natural Language Processing</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/107865/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img src="https://storage.googleapis.com/gweb-research2023-media/pubtools/6893.png" alt="Cenk Baykal" loading="lazy"> </picture> <div class="glue-card__content"> <p class="glue-headline body">Cenk Baykal</p> <ul class="glue-no-bullet" role="list"> <li class="glue-labels small-text">Algorithms and Theory</li> <li class="glue-labels small-text">Machine Intelligence</li> </ul> </div> </div> </a> </li> <li class="glue-grid__col glue-grid__col--span-3-lg glue-grid__col--span-4-md glue-grid__col--span-4-sm js-show-more-list__item --hidden"> <a class="glue-card not-glue glue-card--people" href="https://research.google/people/104861/"> <div class="glue-card__inner"> <picture class="glue-card__asset"> <img 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