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<!DOCTYPE html> <html class="no-js"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <title>ACM FAccT - 2023 Accepted Papers </title> <meta name="description" content=""> <meta name="viewport" content="width=device-width">  <link rel="stylesheet" href="/static/css/bootstrap-spacelab.min.css"> <link rel="stylesheet" href="/static/css/main.css"> <script src="/static/js/vendor/modernizr-2.6.2.js"></script> </head> <body> <div class="navbar navbar-default navbar-fixed-top"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-collapse"> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> <a class='navbar-brand' href='/'>ACM FAccT Conference</a> </div> <div class="navbar-collapse collapse"> <ul class="nav navbar-nav"> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">2025 <b 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href="https://dl.acm.org/doi/proceedings/10.1145/3593013">proceedings</a></strong> published by ACM. </div> <div class="alert alert-secondary" role="alert"> <strong>Disclaimer</strong>: Any product or service evaluated in any of these articles, or any claim therein, is not guaranteed or endorsed by FAccT, which is not an auditing organization. All claims and opinions expressed in these articles are solely those of the authors, and do not necessarily represent those of their affiliated organizations, or those of the organizers and the reviewers of FAccT. </div> </div> <style> div.papertitlevideo { margin-top: 1em; margin-bottom: 0.1em; } span.papertitle { font-size: 120%; } </style> <div class="container"> <div class="row"> <div class="col-lg-12"> <h2 id="s01">Paper session 1: Decisions, Trust, & Reliance</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593994">Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study</a></span> <span class="label label-success"><a href="https://youtu.be/Z8Y_xZT5VQ4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Scharowski, Nicolas; Benk, Michaela; Kühne, Swen J.; Wettstein, Lèane; Brühlmann, Florian</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594054">On the Impact of Explanations on Understanding of Algorithmic Decision-Making</a></span> <span class="label label-success"><a href="https://youtu.be/e0vch8nqiwE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Schmude, Timothèe; Koesten, Laura; Möller, Torsten; Tschiatschek, Sebastian</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594087">Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies</a></span> <span class="label label-success"><a href="https://youtu.be/Lk8n6Aqp75I"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lai, Vivian; Chen, Chacha; Smith-Renner, Alison; Liao, Q. Vera; Tan, Chenhao</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593970">Machine Explanations and Human Understanding</a></span> <span class="label label-success"><a href="https://youtu.be/zHI7AweyFrU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Chen, Chacha; Feng, Shi; Sharma, Amit; Tan, Chenhao</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593978">Humans, AI, and Context: Understanding End-Users’ Trust in a Real-World Computer Vision Application</a></span> <span class="label label-success"><a href="https://youtu.be/NGXgFHiRPUQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kim, Sunnie S. Y.; Watkins, Elizabeth Anne; Russakovsky, Olga; Fong, Ruth; Monroy-Hernández, Andrès</p> <h2 id="s02">Paper session 2: Revisiting Trade-Offs and Impossibility Theorems</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594007">The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice</a></span> <span class="label label-success"><a href="https://youtu.be/TJJxidzmCsY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bell, Andrew; Bynum, Lucius; Drushchak, Nazarii; Zakharchenko, Tetiana; Rosenblatt, Lucas; Stoyanovich, Julia</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594048">Maximal Fairness</a></span> <span class="label label-success"><a href="https://youtu.be/fZ9s4syDY8k"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Defrance, Marybeth; De Bie, Tijl</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594076">Enhancing AI Fairness through Impact Assessment in the European Union: A Legal and Computer Science Perspective</a></span> <span class="label label-success"><a href="https://youtu.be/Ig-PHmZ2Mj8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">Calvi, Alessandra; Kotzinos, Dimitris</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594108">Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking</a></span> <span class="label label-success"><a href="https://youtu.be/7UEfP_kOWwM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Shrestha, Hilson; Cachel, Kathleen; Alkhathlan, Mallak; Rundensteiner, Elke; Harrison, Lane</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594003">Simplicity Bias Leads to Amplified Performance Disparities</a></span> <span class="label label-success"><a href="https://youtu.be/KSPbNY5oN1Q"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bell, Samuel James; Sagun, Levent</p> <h2 id="s03">Paper session 3: Auditing</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594084">A Sociotechnical Audit: Assessing Police Use of Facial Recognition</a></span> <span class="label label-success"><a href="https://youtu.be/pM6spNCVTtk"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Radiya-Dixit, Evani; Neff, Gina</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594090">Navigating the Audit Landscape: A Framework for Developing Transparent and Auditable XR</a></span> <span class="label label-success"><a href="https://youtu.be/qWWqr4X6yJ8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Norval, Chris; Cloete, Richard; Singh, Jatinder</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594062">Which Stereotypes Are Moderated and Under-Moderated in Search Engine Autocompletion?</a></span> <span class="label label-success"><a href="https://youtu.be/KgVfh3eunRs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Leidinger, Alina; Rogers, Richard</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594079">AI Regulation Is (Not) All You Need</a></span> <span class="label label-success"><a href="https://youtu.be/c_ZFl7NdyoQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lucaj, Laura; van der Smagt, Patrick; Benbouzid, Djalel</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594094">Examining Risks of Racial Biases in NLP Tools for Child Protective Services</a></span> <span class="label label-success"><a href="https://youtu.be/Xrfy5QF7EJc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Field, Anjalie; Coston, Amanda; Gandhi, Nupoor; Chouldechova, Alexandra; Putnam-Hornstein, Emily; Steier, David; Tsvetkov, Yulia</p> <h2 id="s04">Paper session 4: Self-reflection</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594104">Interrogating the T in FAccT</a></span> <span class="label label-success"><a href="https://youtu.be/OGF8RuhtVP0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Corbett, Eric; Denton, Emily</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594019">Representation in AI Evaluations</a></span> <span class="label label-success"><a href="https://youtu.be/CYtLKMpyW5M"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bergman, A. Stevie; Hendricks, Lisa Anne; Rauh, Maribeth; Wu, Boxi; Agnew, William; Kunesch, Markus; Duan, Isabella; Gabriel, Iason; Isaac, William</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594082">A Systematic Review of Ethics Disclosures in Predictive Mental Health Research</a></span> <span class="label label-success"><a href="https://youtu.be/dc-iE0C28-w"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ajmani, Leah Hope; Chancellor, Stevie; Mehta, Bijal; Fiesler, Casey; Zimmer, Michael; De Choudhury, Munmun</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593995">The Ethical Ambiguity of AI Data Enrichment: Measuring Gaps in Research Ethics Norms and Practices</a></span> <span class="label label-success"><a href="https://youtu.be/SVGu02EUkWc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Hawkins, Will; Mittelstadt, Brent</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593985">WEIRD FAccTs: How Western, Educated, Industrialized, Rich, and Democratic is FAccT?</a></span> <span class="label label-success"><a href="https://youtu.be/MCQf8qjPP30"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Septiandri, Ali Akbar; Constantinides, Marios; Tahaei, Mohammad; Quercia, Daniele</p> <h2 id="s05">Paper session 5: Explainability (limitations)</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593993">Diagnosing AI Explanation Methods with Folk Concepts of Behavior</a></span> <span class="label label-success"><a href="https://youtu.be/NllYrWzzo8Y"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Jacovi, Alon; Bastings, Jasmijn; Gehrmann, Sebastian; Goldberg, Yoav; Filippova, Katja</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593972">How to Explain and Justify Almost Any Decision: Potential Pitfalls for Accountability in AI Decision-Making</a></span> <span class="label label-success"><a href="https://youtu.be/CkVBuuoffCc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Zhou, Joyce; Joachims, Thorsten</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594053">Questioning the Ability of Feature-Based Explanations to Empower Non-Experts in Robo-Advised Financial Decision-Making</a></span> <span class="label label-success"><a href="https://youtu.be/WuymQx9rGYE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bertrand, Astrid; Eagan, James R.; Maxwell, Winston</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594001">Explainable AI is Dead, Long Live Explainable AI! Hypothesis-Driven Decision Support Using Evaluative AI</a></span> <span class="label label-success"><a href="https://youtu.be/1Y_10xByRvA"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Miller, Tim</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594074">Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK</a></span> <span class="label label-success"><a href="https://youtu.be/svr9Ie9O8PM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Nannini, Luca; Balayn, Agathe; Smith, Adam Leon</p> <h2 id="s06">Paper session 6: Racial bias</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594083">An Empirical Analysis of Racial Categories in the Algorithmic Fairness Literature</a></span> <span class="label label-success"><a href="https://youtu.be/yyyW8FwdW6g"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Abdu, Amina A.; Pasquetto, Irene V.; Jacobs, Abigail Z.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594047">Datafication Genealogies beyond Algorithmic Fairness: Making Up Racialised Subjects</a></span> <span class="label label-success"><a href="https://youtu.be/VX6fiss5ero"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Valdivia, Ana; Tazzioli, Martina</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594034">How Redundant Are Redundant Encodings? Blindness in the Wild and Racial Disparity When Race is Unobserved</a></span> <span class="label label-success"><a href="https://youtu.be/ncfXafj-GRk"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Cheng, Lingwei; Gallegos, Isabel O.; Ouyang, Derek; Goldin, Jacob; Ho, Dan</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594005">Envisioning Equitable Speech Technologies for Black Older Adults</a></span> <span class="label label-success"><a href="https://youtu.be/HRGwbMt0US0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Brewer, Robin N.; Harrington, Christina; Heldreth, Courtney</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594114">Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets</a></span> <span class="label label-success"><a href="https://youtu.be/KoxwW07b5G4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Barrett, Teanna; Chen, Quanze; Zhang, Amy</p> <h2 id="s07">Paper session 7: Values and representation</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593971">Broadening AI Ethics Narratives: An Indic Art View</a></span> <span class="label label-success"><a href="https://youtu.be/T5rXGSO2ZG0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Divakaran, Ajay; Sridhar, Aparna; Srinivasan, Ramya</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594016">AI’s Regimes of Representation: A Community-Centered Study of Text-to-Image Models in South Asia</a></span> <span class="label label-success"><a href="https://youtu.be/XSoQmQXkZQc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Qadri, Rida; Shelby, Renee; Bennett, Cynthia L.; Denton, Emily</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594024">Invigorating Ubuntu Ethics in AI for Healthcare: Enabling Equitable Care</a></span> <span class="label label-success"><a href="https://youtu.be/NRMMspzqSyA"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Amugongo, Lameck Mbangula; Bidwell, Nicola J.; Corrigan, Caitlin C.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594026">Honor Ethics: The Challenge of Globalizing Value Alignment in AI</a></span> <span class="label label-success"><a href="https://youtu.be/tELSnz9Gyrc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Wu, Stephen Tze-Inn; Demetriou, Daniel; Husain, Rudwan Ali</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593987">In Her Shoes: Gendered Labelling in Crowdsourced Safety Perceptions Data from India</a></span> <span class="label label-success"><a href="https://youtu.be/hbps42ugwww"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Sengupta, Nandana; Vaidya, Ashwini; Evans, James</p> <h2 id="s08">Paper session 8: Healthcare</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594031">Care and Coordination in Algorithmic Systems: An Economies of Worth Approach</a></span> <span class="label label-success"><a href="https://youtu.be/yYzIalbAp5Q"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Rudnik, John; Brewer, Robin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594089">Organizational Governance of Emerging Technologies: AI Adoption in Healthcare</a></span> <span class="label label-success"><a href="https://youtu.be/RFDDmtIYFCY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kim, Jee Young; Boag, William; Gulamali, Freya; Hasan, Alifia; Hogg, Henry David Jeffry; Lifson, Mark; Mulligan, Deirdre; Patel, Manesh; Raji, Inioluwa Deborah; Sehgal, Ajai; Shaw, Keo; Tobey, Danny; Valladares, Alexandra; Vidal, David; Balu, Suresh; Sendak, Mark</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593975">Two Reasons for Subjecting Medical AI Systems to Lower Standards than Humans</a></span> <span class="label label-success"><a href="https://youtu.be/Q03Z2DBhmZY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Mainz, Jakob; Munch, Lauritz; Bjerring, Jens Christian</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594096">What's Fair Is… Fair? Presenting JustEFAB, an Ethical Framework for Operationalizing Medical Ethics and Social Justice in the Integration of Clinical Machine Learning: JustEFAB</a></span> <span class="label label-success"><a href="https://youtu.be/Ccshm_UdHfo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Mccradden, Melissa; Odusi, Oluwadara; Joshi, Shalmali; Akrout, Ismail; Ndlovu, Kagiso; Glocker, Ben; Maicas, Gabriel; Liu, Xiaoxuan; Mazwi, Mjaye; Garnett, Tee; Oakden-Rayner, Lauren; Alfred, Myrtede; Sihlahla, Irvine; Shafei, Oswa; Goldenberg, Anna</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594102">Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods</a></span> <span class="label label-success"><a href="https://youtu.be/sAzfe6HYQH8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Poulain, Raphael; Bin Tarek, Mirza Farhan; Beheshti, Rahmatollah</p> <h2 id="s09">Paper session 9: Market-based approaches</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594040">FairAssign: Stochastically Fair Driver Assignment in Gig Delivery Platforms</a></span> <span class="label label-success"><a href="https://youtu.be/dwoF0dVxwgM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Singh, Daman Deep; Das, Syamantak; Chakraborty, Abhijnan</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594051">Implementing Fairness Constraints in Markets Using Taxes and Subsidies</a></span> <span class="label label-success"><a href="https://youtu.be/KHkJCiwIons"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Peysakhovich, Alexander; Kroer, Christian; Usunier, Nicolas</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594113">Using Supervised Learning to Estimate Inequality in the Size and Persistence of Income Shocks</a></span> <span class="label label-success"><a href="https://youtu.be/BghkuWDdA5A"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bruns-Smith, David; Feller, Avi; Nakamura, Emi</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594038">Your Browsing History May Cost You: A Framework for Discovering Differential Pricing in Non-Transparent Markets</a></span> <span class="label label-success"><a href="https://youtu.be/Okr_5CuZq4s"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Karan, Aditya; Balepur, Naina; Sundaram, Hari</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594017">A Theory of Auditability for Allocation and Social Choice Mechanisms</a></span> <span class="label label-success"><a href="https://youtu.be/4KCOx1CX8SU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Grigoryan, Aram; Möller, Markus</p> <h2 id="s10">Paper session 10: Normative philosophy and AI</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593976">Optimization’s Neglected Normative Commitments</a></span> <span class="label label-success"><a href="https://youtu.be/z2stpznzMsc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Laufer, Benjamin; Gilbert, Thomas; Nissenbaum, Helen</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593996">Making Intelligence: Ethical Values in IQ and ML Benchmarks</a></span> <span class="label label-success"><a href="https://youtu.be/egW4R8mGNQ0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Blili-Hamelin, Borhane; Hancox-Li, Leif</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594033">Harms from Increasingly Agentic Algorithmic Systems</a></span> <span class="label label-success"><a href="https://youtu.be/HMkp9X2lh-A"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Chan, Alan; Salganik, Rebecca; Markelius, Alva; Pang, Chris; Rajkumar, Nitarshan; Krasheninnikov, Dmitrii; Langosco, Lauro; He, Zhonghao; Duan, Yawen; Carroll, Micah; Lin, Michelle; Mayhew, Alex; Collins, Katherine; Molamohammadi, Maryam; Burden, John; Zhao, Wanru; Rismani, Shalaleh; Voudouris, Konstantinos; Bhatt, Umang; Weller, Adrian; Krueger, David; Maharaj, Tegan</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594035">On the Site of Predictive Justice</a></span> <span class="label label-success"><a href="https://youtu.be/R5xrt1p8qbo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lazar, Seth; Stone, Jake</p> <h2 id="s11">Paper session 11: Networks and Platforms</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594105">Reducing Access Disparities in Networks Using Edge Augmentation</a></span> <span class="label label-success"><a href="https://youtu.be/7Mub0ANnFAw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bashardoust, Ashkan; Friedler, Sorelle; Scheidegger, Carlos; Sullivan, Blair D.; Venkatasubramanian, Suresh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594091">Group Fairness without Demographics Using Social Networks</a></span> <span class="label label-success"><a href="https://youtu.be/SM65kQbEF6I"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Liu, David; Do, Virginie; Usunier, Nicolas; Nickel, Maximilian</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594021">Delayed and Indirect Impacts of Link Recommendations</a></span> <span class="label label-success"><a href="https://youtu.be/cDAj1GEefE4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Zhang, Han; Lu, Shangen; Wang, Yixin; Curmei, Mihaela</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594013">Does AI-Assisted Fact-Checking Disproportionately Benefit Majority Groups Online?</a></span> <span class="label label-success"><a href="https://youtu.be/ZbeZCXpWFwM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Neumann, Terrence; Wolczynski, Nicholas</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594055">Addressing Contingency in Algorithmic (Mis)Information Classification: Toward a Responsible Machine Learning Agenda</a></span> <span class="label label-success"><a href="https://youtu.be/vHscPFawsZk"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Domínguez Hernández, Andrès; Owen, Richard; Nielsen, Dan Saattrup; Mcconville, Ryan</p> <h2 id="s12">Paper session 12: Participatory AI</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594060">Towards Labor Transparency in Situated Computational Systems Impact Research</a></span> <span class="label label-success"><a href="https://youtu.be/SoDR8ByJne0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Jing, Felicia S.; Berger, Sara E.; Becerra Sandoval, Juana Catalina</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594070">The Dimensions of Data Labor: A Road Map for Researchers, Activists, and Policymakers to Empower Data Producers</a></span> <span class="label label-success"><a href="https://youtu.be/XnGqzO_lBzs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Li, Hanlin; Vincent, Nicholas; Chancellor, Stevie; Hecht, Brent</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594071">Going Public: The Role of Public Participation Approaches in Commercial AI Labs</a></span> <span class="label label-success"><a href="https://youtu.be/E-EKEC2CXAQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Groves, Lara; Peppin, Aidan; Strait, Andrew; Brennan, Jenny</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594134">Queer In AI: A Case Study in Community-Led Participatory AI</a></span> <span class="label label-success"><a href="https://youtu.be/r3lPD6UKwRs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">Queer in AI, Organizers of; Ovalle, Anaelia; Subramonian, Arjun; Singh, Ashwin; Voelcker, Claas; Sutherland, Danica J.; Locatelli, Davide; Breznik, Eva; Klubicka, Filip; Yuan, Hang; Hetvi, J.; Zhang, Huan; Shriram, Jaidev; Lehman, Kruno; Soldaini, Luca; Sap, Maarten; Deisenroth, Marc Peter; Pacheco, Maria Leonor; Ryskina, Maria; Mundt, Martin; Agarwal, Milind; Mclean, Nyx; Xu, Pan; Pranav, A.; Korpan, Raj; Ray, Ruchira; Mathew, Sarah; Arora, Sarthak; John, St; Anand, Tanvi; Agrawal, Vishakha; Agnew, William; Long, Yanan; Wang, Zijie J.; Talat, Zeerak; Ghosh, Avijit; Dennler, Nathaniel; Noseworthy, Michael; Jha, Sharvani; Baylor, Emi; Joshi, Aditya; Bilenko, Natalia Y.; Mcnamara, Andrew; Gontijo-Lopes, Raphael; Markham, Alex; Dong, Evyn; Kay, Jackie; Saraswat, Manu; Vytla, Nikhil; Stark, Luke</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594052">AI in the Public Eye: Investigating Public AI Literacy Through AI Art</a></span> <span class="label label-success"><a href="https://youtu.be/L5nM1NmOWCE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Hemment, Drew; Currie, Morgan; Bennett, S. J.; Elwes, Jake; Ridler, Anna; Sinders, Caroline; Vidmar, Matjaz; Hill, Robin; Warner, Holly</p> <h2 id="s13">Paper session 13: Targeted advertising</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594133">Reconciling Governmental Use of Online Targeting With Democracy</a></span> <span class="label label-success"><a href="https://youtu.be/pV7ShnFs1yk"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Andrić, Katja; Kasirzadeh, Atoosa</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594115">Discrimination through Image Selection by Job Advertisers on Facebook</a></span> <span class="label label-success"><a href="https://youtu.be/O5sBQBO_uWc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Nagaraj Rao, Varun; Korolova, Aleksandra</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594110">Representation, Self-Determination, and Refusal: Queer People’s Experiences with Targeted Advertising</a></span> <span class="label label-success"><a href="https://youtu.be/EYbBUEZPaD4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Sampson, Princess; Encarnacion, Ro; Metaxa, Danaë</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594119">The Slow Violence of Surveillance Capitalism: How Online Behavioral Advertising Harms People</a></span> <span class="label label-success"><a href="https://youtu.be/YIP1kB0hMac"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Wu, Yuxi; Bice, Sydney; Edwards, W. Keith; Das, Sauvik</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594080">Diverse Perspectives Can Mitigate Political Bias in Crowdsourced Content Moderation</a></span> <span class="label label-success"><a href="https://youtu.be/TepHpdK2TPA"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Thebault-Spieker, Jacob; Venkatagiri, Sukrit; Mine, Naomi; Luther, Kurt</p> <h2 id="s14">Paper session 14: Practical methods</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593984">Preventing Discriminatory Decision-Making in Evolving Data Streams</a></span> <span class="label label-success"><a href="https://youtu.be/UX8-ygpTZJ8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">Wang, Zichong; Saxena, Nripsuta; Yu, Tongjia; Karki, Sneha; Zetty, Tyler; Haque, Israat; Zhou, Shan; Kc, Dukka; Stockwell, Ian; Wang, Xuyu; Bifet, Albert; Zhang, Wenbin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594006">Group-Fair Classification with Strategic Agents</a></span> <span class="label label-success"><a href="https://youtu.be/lymMcRENYBw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Estornell, Andrew; Das, Sanmay; Liu, Yang; Vorobeychik, Yevgeniy</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594039">Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness</a></span> <span class="label label-success"><a href="https://youtu.be/GZJjeQHbi-I"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Richardson, Brianna; Sattigeri, Prasanna; Wei, Dennis; Ramamurthy, Karthikeyan Natesan; Varshney, Kush; Dhurandhar, Amit; Gilbert, Juan E.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594085">Fairer Together: Mitigating Disparate Exposure in Kemeny Rank Aggregation</a></span> <span class="label label-success"><a href="https://youtu.be/_cvlkopxrAI"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Cachel, Kathleen; Rundensteiner, Elke</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594008">Domain Adaptive Decision Trees: Implications for Accuracy and Fairness</a></span> <span class="label label-success"><a href="https://youtu.be/1rbfbPYTQ58"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Alvarez, Jose M.; Scott, Kristen M.; Berendt, Bettina; Ruggieri, Salvatore</p> <h2 id="s15">Paper session 15: Speech and emotion recognition</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594032">You Sound Depressed: A Case Study on Sonde Health’s Diagnostic Use of Voice Analysis AI</a></span> <span class="label label-success"><a href="https://youtu.be/xpx2F9B01gU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ma, Anna; Patitsas, Elizabeth; Sterne, Jonathan</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594088">(Anti)-Intentional Harms: The Conceptual Pitfalls of Emotion AI in Education</a></span> <span class="label label-success"><a href="https://youtu.be/D2jHZw1QooU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">DiBerardino, Nathalie; Stark, Luke</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594011">On the Praxes and Politics of AI Speech Emotion Recognition</a></span> <span class="label label-success"><a href="https://youtu.be/xG3h2CPE44U"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kang, Edward B.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594063">Ethical Considerations in the Early Detection of Alzheimer's Disease Using Speech and AI</a></span> <span class="label label-success"><a href="https://youtu.be/Bst6TCpEikQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Petti, Ulla; Nyrup, Rune; Skopek, Jeffrey M.; Korhonen, Anna</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594049">Augmented Datasheets for Speech Datasets and Ethical Decision-Making</a></span> <span class="label label-success"><a href="https://youtu.be/D6Dm5AzpW-E"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Papakyriakopoulos, Orestis; Choi, Anna Seo Gyeong; Thong, William; Zhao, Dora; Andrews, Jerone; Bourke, Rebecca; Xiang, Alice; Koenecke, Allison</p> <h2 id="s16">Paper session 16: Measurement in the wild</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594014">Algorithms as Social-Ecological-Technological Systems: An Environmental Justice Lens on Algorithmic Audits</a></span> <span class="label label-success"><a href="https://youtu.be/jEXaVm4zzcc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Rakova, Bogdana; Dobbe, Roel</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594020">Detecting Disparities in Police Deployments Using Dashcam Data</a></span> <span class="label label-success"><a href="https://youtu.be/nLz3s6YzVrA"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Franchi, Matt; Zamfirescu-Pereira, J. D.; Ju, Wendy; Pierson, Emma</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594061">Measuring and Mitigating Voting Access Disparities: A Study of Race and Polling Locations in Florida and North Carolina</a></span> <span class="label label-success"><a href="https://youtu.be/82rALT6CBkE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Abbasi, Mohsen; Barrett, Calvin; Lum, Kristian; Friedler, Sorelle A.; Venkatasubramanian, Suresh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594107">Cross-Institutional Transfer Learning for Educational Models: Implications for Model Performance, Fairness, and Equity</a></span> <span class="label label-success"><a href="https://youtu.be/R5QdjPqX-kU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Gardner, Joshua; Yu, Renzhe; Nguyen, Quan; Brooks, Christopher; Kizilcec, Rene</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594109">Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks</a></span> <span class="label label-success"><a href="https://youtu.be/9whSNu53Gho"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Mei, Katelyn; Fereidooni, Sonia; Caliskan, Aylin</p> <h2 id="s17">Paper session 17: Risks and policy of generative models</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594072">Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias</a></span> <span class="label label-success"><a href="https://youtu.be/Q1__tXbVJdo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Wolfe, Robert; Yang, Yiwei; Howe, Bill; Caliskan, Aylin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593989">“I Wouldn’t Say Offensive but...“: Disability-Centered Perspectives on Large Language Models</a></span> <span class="label label-success"><a href="https://youtu.be/TQnhds5qyUY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Gadiraju, Vinitha; Kane, Shaun; Dev, Sunipa; Taylor, Alex; Wang, Ding; Denton, Emily; Brewer, Robin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593981">The Gradient of Generative AI Release: Methods and Considerations</a></span> <span class="label label-success"><a href="https://youtu.be/8_-QTw8ugas"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Solaiman, Irene</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594123">Disparities in Text-to-Image Model Concept Possession Across Languages</a></span> <span class="label label-success"><a href="https://youtu.be/RTeGnIeZJ-s"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Saxon, Michael; Wang, William Yang</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594004">On the Independence of Association Bias and Empirical Fairness in Language Models</a></span> <span class="label label-success"><a href="https://youtu.be/qL0kolG7U7I"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Cabello, Laura; Jørgensen, Anna Katrine; Søgaard, Anders</p> <h2 id="s18">Paper session 18: Privacy</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594065">More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policies</a></span> <span class="label label-success"><a href="https://youtu.be/4cS3Ch9Q_ok"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lovato, Juniper; Mueller, Philip; Suchdev, Parisa; Dodds, Peter</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594086">Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity</a></span> <span class="label label-success"><a href="https://youtu.be/5pDcd-I7tbo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Hamman, Faisal; Chen, Jiahao; Dutta, Sanghamitra</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594029">Data Collaboratives with the Use of Decentralised Learning</a></span> <span class="label label-success"><a href="https://youtu.be/wG7hTVcbwME"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Zuziak, Maciej Krzysztof; Hinrichs, Onntje; Abdrassulova, Aizhan; Rinzivillo, Salvatore</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593982">In the Name of Fairness: Assessing the Bias in Clinical Record De-Identification</a></span> <span class="label label-success"><a href="https://youtu.be/KhHkTIdRMPw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Xiao, Yuxin; Lim, Shulammite; Pollard, Tom Joseph; Ghassemi, Marzyeh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594015">The Privacy-Bias Tradeoff: Data Minimization and Racial Disparity Assessments in U.S. Government</a></span> <span class="label label-success"><a href="https://youtu.be/pvXM0gu80tQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">King, Jennifer; Ho, Daniel; Gupta, Arushi; Wu, Victor; Webley-Brown, Helen</p> <h2 id="s19">Paper session 19: Sociology and machine learning</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594000">‘Affordances’ for Machine Learning</a></span> <span class="label label-success"><a href="https://youtu.be/_IO6IGkRsgY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Davis, Jenny L.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593974">Fairness in Machine Learning from the Perspective of Sociology of Statistics: How Machine Learning is Becoming Scientific by Turning Its Back on Metrological Realism</a></span> <span class="label label-success"><a href="https://youtu.be/KmaI64oNWH0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Benbouzid, Bilel</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594111">Capturing Humans’ Mental Models of AI: An Item Response Theory Approach</a></span> <span class="label label-success"><a href="https://youtu.be/PNMvSEnBZDU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kelly, Markelle; Kumar, Aakriti; Smyth, Padhraic; Steyvers, Mark</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594041">Algorithmic Decisions, Desire for Control, and the Preference for Human Review over Algorithmic Review</a></span> <span class="label label-success"><a href="https://youtu.be/ZTgIIiRBvTw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lyons, Henrietta; Miller, Tim; Velloso, Eduardo</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594066">Emotions and Dynamic Assemblages: A Study of Automated Social Security Using Qualitative Longitudinal Research</a></span> <span class="label label-success"><a href="https://youtu.be/qiMxICzwfrc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Currie, Morgan; Podoletz, Lena</p> <h2 id="s20">Paper session 20: Recommendation systems</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594046">UNFair: Search Engine Manipulation, Undetectable by Amortized Inequity</a></span> <span class="label label-success"><a href="https://youtu.be/SqQzwP5u6iM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">De Jonge, Tim; Hiemstra, Djoerd</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594098">Auditing Cross-Cultural Consistency of Human-Annotated Labels for Recommendation Systems</a></span> <span class="label label-success"><a href="https://youtu.be/1xKhO3j_o58"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Pang, Rock Yuren; Cenatempo, Jack; Graham, Franklyn; Kuehn, Bridgette; Whisenant, Maddy; Botchway, Portia; Stone Perez, Katie; Koenecke, Allison</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594106">The Many Faces of Fairness: Exploring the Institutional Logics of Multistakeholder Microlending Recommendation</a></span> <span class="label label-success"><a href="https://youtu.be/_dXa6Gcb6pQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Smith, Jessie J.; Buhayh, Anas; Kathait, Anushka; Ragothaman, Pradeep; Mattei, Nicholas; Burke, Robin; Voida, Amy</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594112">Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems</a></span> <span class="label label-success"><a href="https://youtu.be/QcwdP-mFZY4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Silva, Pedro; Juneja, Bhawna; Desai, Shloka; Singh, Ashudeep; Fawaz, Nadia</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594043">“I Think You Might Like This”: Exploring Effects of Confidence Signal Patterns on Trust in and Reliance on Conversational Recommender Systems</a></span> <span class="label label-success"><a href="https://youtu.be/N-2JsB-RW6A"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Radensky, Marissa; Sèguin, Julie Anne; Lim, Jang Soo; Olson, Kristen; Geiger, Robert</p> <h2 id="s21">Paper session 21: Algorithms in the wild</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594075">Disentangling and Operationalizing AI Fairness at LinkedIn</a></span> <span class="label label-success"><a href="https://youtu.be/zCAAh5nFIbg"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Quiñonero Candela, Joaquin; Wu, Yuwen; Hsu, Brian; Jain, Sakshi; Ramos, Jennifer; Adams, Jon; Hallman, Robert; Basu, Kinjal</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594009">Algorithmic Transparency and Accountability through Crowdsourcing: A Study of the NYC School Admission Lottery</a></span> <span class="label label-success"><a href="https://youtu.be/WmhlF6ogp60"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Marian, Amelie</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594081">The Devil is in the Details: Interrogating Values Embedded in the Allegheny Family Screening Tool</a></span> <span class="label label-success"><a href="https://youtu.be/TY_du4lHzu4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Gerchick, Marissa; Jegede, Tobi; Shah, Tarak; Gutierrez, Ana; Beiers, Sophie; Shemtov, Noam; Xu, Kath; Samant, Anjana; Horowitz, Aaron</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594120">Bias as Boundary Object: Unpacking The Politics Of An Austerity Algorithm Using Bias Frameworks</a></span> <span class="label label-success"><a href="https://youtu.be/m4nmr3tezxU"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Grill, Gabriel; Fischer, Fabian; Cech, Florian</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594099">The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments</a></span> <span class="label label-success"><a href="https://youtu.be/G8m_CGKXVKs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Zilka, Miri; Fogliato, Riccardo; Hron, Jiri; Butcher, Bradley; Ashurst, Carolyn; Weller, Adrian</p> <h2 id="s22">Paper session 22: AI Regulation and the EU AI Act</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594002">Stronger Together: On the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML</a></span> <span class="label label-success"><a href="https://youtu.be/ild63NtxTpI"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Pistilli, Giada; Muñoz Ferrandis, Carlos; Jernite, Yacine; Mitchell, Margaret</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594050">To Be High-Risk, or Not To Be—Semantic Specifications and Implications of the AI Act’s High-Risk AI Applications and Harmonised Standards</a></span> <span class="label label-success"><a href="https://youtu.be/aGpGp_mdeBo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Golpayegani, Delaram; Pandit, Harshvardhan J.; Lewis, Dave</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594069">The Role of Explainable AI in the Context of the AI Act</a></span> <span class="label label-success"><a href="https://youtu.be/opaR-YuhgbM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Panigutti, Cecilia; Hamon, Ronan; Hupont, Isabelle; Fernandez Llorca, David; Fano Yela, Delia; Junklewitz, Henrik; Scalzo, Salvatore; Mazzini, Gabriele; Sanchez, Ignacio; Soler Garrido, Josep; Gomez, Emilia</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594067">Regulating ChatGPT and Other Large Generative AI Models</a></span> <span class="label label-success"><a href="https://youtu.be/lzEQ2EHdSbQ"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Hacker, Philipp; Engel, Andreas; Mauer, Marco</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594073">Understanding Accountability in Algorithmic Supply Chains</a></span> <span class="label label-success"><a href="https://youtu.be/cfjp3NLq0p8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Cobbe, Jennifer; Veale, Michael; Singh, Jatinder</p> <h2 id="s23">Paper session 23: Fairness and diversity I</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594078">“I’m Fully Who I Am”: Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation</a></span> <span class="label label-success"><a href="https://youtu.be/NBA6HZ8FhMk"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ovalle, Anaelia; Goyal, Palash; Dhamala, Jwala; Jaggers, Zachary; Chang, Kai-Wei; Galstyan, Aram; Zemel, Richard; Gupta, Rahul</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594095">Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale</a></span> <span class="label label-success"><a href="https://youtu.be/ddi7N5KP1MM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Bianchi, Federico; Kalluri, Pratyusha; Durmus, Esin; Ladhak, Faisal; Cheng, Myra; Nozza, Debora; Hashimoto, Tatsunori; Jurafsky, Dan; Zou, James; Caliskan, Aylin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594116">On The Impact of Machine Learning Randomness on Group Fairness</a></span> <span class="label label-success"><a href="https://youtu.be/QC-NyI-8i4M"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">Ganesh, Prakhar; Chang, Hongyan; Strobel, Martin; Shokri, Reza</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594117">Detection and Mitigation of Algorithmic Bias via Predictive Parity</a></span> <span class="label label-success"><a href="https://youtu.be/xxstTJzlMfY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">DiCiccio, Cyrus; Hsu, Brian; Yu, Yinyin; Nandy, Preetam; Basu, Kinjal</p> <h2 id="s24">Paper session 24: Model evaluation</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594036">Ground(Less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making</a></span> <span class="label label-success"><a href="https://youtu.be/tlFrxRlXK4s"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Guerdan, Luke; Coston, Amanda; Wu, Zhiwei Steven; Holstein, Kenneth</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594059">ACROCPoLis: A Descriptive Framework for Making Sense of Fairness</a></span> <span class="label label-success"><a href="https://youtu.be/KPGZPDRyZ44"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Aler Tubella, Andrea; Coelho Mollo, Dimitri; Dahlgren Lindström, Adam; Devinney, Hannah; Dignum, Virginia; Ericson, Petter; Jonsson, Anna; Kampik, Timotheus; Lenaerts, Tom; Mendez, Julian Alfredo; Nieves, Juan Carlos</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593983">“How Biased Are Your Features?”: Computing Fairness Influence Functions with Global Sensitivity Analysis</a></span> <span class="label label-success"><a href="https://youtu.be/RlfKSIHvFN4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ghosh, Bishwamittra; Basu, Debabrota; Meel, Kuldeep S.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594118">Fairness Auditing in Urban Decisions Using LP-Based Data Combination</a></span> <span class="label label-success"><a href="https://youtu.be/SOnzMnBlBhc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Yang, Jingyi; Miller, Joel; Ohannessian, Mesrob</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594101">Counterfactual Prediction Under Outcome Measurement Error</a></span> <span class="label label-success"><a href="https://youtu.be/l5cXiJjQNWc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p><span class="glyphicon glyphicon-star"></span> Recipient of Best Paper Award</p><p class="paperauthors">Guerdan, Luke; Coston, Amanda; Holstein, Kenneth; Wu, Zhiwei Steven</p> <h2 id="s25">Paper session 25: Algorithmic Discrimination - Legal/Technical perspectives</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594042">Gender Animus Can Still Exist Under Favorable Disparate Impact: A Cautionary Tale from Online P2P Lending</a></span> <span class="label label-success"><a href="https://youtu.be/JDDO_boEX88"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Shen, Xudong; Tan, Tianhui; Phan, Tuan; Keppo, Jussi</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593979">Multi-Dimensional Discrimination in Law and Machine Learning - A Comparative Overview</a></span> <span class="label label-success"><a href="https://youtu.be/SdQVCAWgl8s"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Roy, Arjun; Horstmann, Jan; Ntoutsi, Eirini</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594044">Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is Not a Decision Tree</a></span> <span class="label label-success"><a href="https://youtu.be/S3IakSrjKys"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Weerts, Hilde; Xenidis, Raphaële; Tarissan, Fabien; Olsen, Henrik Palmer; Pechenizkiy, Mykola</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594121">Legal Taxonomies of Machine Bias: Revisiting Direct Discrimination</a></span> <span class="label label-success"><a href="https://youtu.be/Myv0xdEUZtc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Binns, Reuben; Adams-Prassl, Jeremias; Kelly-Lyth, Aislinn</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594022">Striving for Affirmative Algorithmic Futures: How the Social Sciences Can Promote More Equitable and Just Algorithmic System Design</a></span> <span class="label label-success"><a href="https://youtu.be/FniXveVRcms"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Theus, Anna-Lena</p> <h2 id="s26">Paper session 26: Transparency</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594010">Rethinking Transparency as a Communicative Constellation</a></span> <span class="label label-success"><a href="https://youtu.be/oLIcX55vdBc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Eyert, Florian; Lopez, Paola</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593991">Algorithmic Transparency from the South: Examining the State of Algorithmic Transparency in Chile's Public Administration Algorithms</a></span> <span class="label label-success"><a href="https://youtu.be/tsgaYGf1qBI"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lapostol Piderit, Josè Pablo; Garrido Iglesias, Romina; Hermosilla Cornejo, María Paz</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594064">Co-Design Perspectives on Algorithm Transparency Reporting: Guidelines and Prototypes</a></span> <span class="label label-success"><a href="https://youtu.be/RZF98k99ATI"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Luria, Michal</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593977">Welfarist Moral Grounding for Transparent AI</a></span> <span class="label label-success"><a href="https://youtu.be/wWVb219h214"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Narayanan, Devesh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594093">Co-Designing for Transparency: Lessons from Building a Document Organization Tool in the Criminal Justice Domain</a></span> <span class="label label-success"><a href="https://youtu.be/Z_kUfUHswYg"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Nigatu, Hellina Hailu; Pickoff-White, Lisa; Canny, John; Chasins, Sarah</p> <h2 id="s27">Paper session 27: Metrics</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594045">On (Assessing) the Fairness of Risk Score Models</a></span> <span class="label label-success"><a href="https://youtu.be/85Cp0GvqT58"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Petersen, Eike; Ganz, Melanie; Holm, Sune; Feragen, Aasa</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594028">Runtime Monitoring of Dynamic Fairness Properties</a></span> <span class="label label-success"><a href="https://youtu.be/Lc86e26Lh3I"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Henzinger, Thomas; Karimi, Mahyar; Kueffner, Konstantin; Mallik, Kaushik</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594100">The Misuse of AUC: What High Impact Risk Assessment Gets Wrong</a></span> <span class="label label-success"><a href="https://youtu.be/6DaHY_Khsgc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kwegyir-Aggrey, Kweku; Gerchick, Marissa; Mohan, Malika; Horowitz, Aaron; Venkatasubramanian, Suresh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594068">On the Richness of Calibration</a></span> <span class="label label-success"><a href="https://youtu.be/czNDsXaYIbo"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Höltgen, Benedikt; Williamson, Robert C.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594058">Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias</a></span> <span class="label label-success"><a href="https://youtu.be/6pCN8cOHEBc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Baumann, Joachim; Castelnovo, Alessandro; Crupi, Riccardo; Inverardi, Nicole; Regoli, Daniele</p> <h2 id="s28">Paper session 28: Multiplicity</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594030">Against Predictive Optimization: On the Legitimacy of Decision-Making Algorithms That Optimize Predictive Accuracy</a></span> <span class="label label-success"><a href="https://youtu.be/Ejz6yB2zbh4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Wang, Angelina; Kapoor, Sayash; Barocas, Solon; Narayanan, Arvind</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593980">Reconciling Individual Probability Forecasts</a></span> <span class="label label-success"><a href="https://youtu.be/cR-uO020zxc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Roth, Aaron; Tolbert, Alexander; Weinstein, Scott</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593988">The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions</a></span> <span class="label label-success"><a href="https://youtu.be/dN3Wx5C3RQ8"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Meyer, Anna P.; Albarghouthi, Aws; D'Antoni, Loris</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593998">Multi-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource Constraints</a></span> <span class="label label-success"><a href="https://youtu.be/JeTPOZG1xac"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Watson-Daniels, Jamelle; Barocas, Solon; Hofman, Jake M.; Chouldechova, Alexandra</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594103">Arbitrary Decisions Are a Hidden Cost of Differentially Private Training</a></span> <span class="label label-success"><a href="https://youtu.be/z5QLepMmnKw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kulynych, Bogdan; Hsu, Hsiang; Troncoso, Carmela; Calmon, Flavio P.</p> <h2 id="s29">Paper session 29: Workplace</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594012">It’s about Power: What Ethical Concerns Do Software Engineers Have, and What Do They (Feel They Can) Do about Them?</a></span> <span class="label label-success"><a href="https://youtu.be/8sKjBmfXlKw"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Widder, David Gray; Zhen, Derrick; Dabbish, Laura; Herbsleb, James</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594023">Can Workers Meaningfully Consent to Workplace Wellbeing Technologies?</a></span> <span class="label label-success"><a href="https://youtu.be/_fpi68egM0s"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Chowdhary, Shreya; Kawakami, Anna; Gray, Mary L.; Suh, Jina; Olteanu, Alexandra; Saha, Koustuv</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594037">Investigating Practices and Opportunities for Cross-Functional Collaboration around AI Fairness in Industry Practice</a></span> <span class="label label-success"><a href="https://youtu.be/0IX8c7OfiiE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Deng, Wesley Hanwen; Yildirim, Nur; Chang, Monica; Eslami, Motahhare; Holstein, Kenneth; Madaio, Michael</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594056">“We Try to Empower Them” - Exploring Future Technologies to Support Migrant Jobseekers</a></span> <span class="label label-success"><a href="https://youtu.be/QK7NokdUe8Q"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Wang, Sonja Mei; Scott, Kristen M.; Artemenko, Margarita; Miceli, Milagros; Berendt, Bettina</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593990">Walking the Walk of AI Ethics: Organizational Challenges and the Individualization of Risk among Ethics Entrepreneurs</a></span> <span class="label label-success"><a href="https://youtu.be/6hVP8wRYGaE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ali, Sanna J.; Christin, Angèle; Smart, Andrew; Katila, Riitta</p> <h2 id="s30">Paper session 30: Power and resistance</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593992">Who Should Pay When Machines Cause Harm? Laypeople’s Expectations of Legal Damages for Machine-Caused Harm</a></span> <span class="label label-success"><a href="https://youtu.be/IXN9Pjqt9IE"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lima, Gabriel; Grgic-Hlaca, Nina; Jeong, Jin Keun; Cha, Meeyoung</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594092">Taking Algorithms to Courts: A Relational Approach to Algorithmic Accountability</a></span> <span class="label label-success"><a href="https://youtu.be/R7X77TCK-gs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Metcalf, Jacob; Singh, Ranjit; Moss, Emanuel; Tafesse, Emnet; Watkins, Elizabeth Anne</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593999">Ghosting the Machine: Judicial Resistance to a Recidivism Risk Assessment Instrument</a></span> <span class="label label-success"><a href="https://youtu.be/aD_XbbeN6jM"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Pruss, Dasha</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593986">Trustworthy AI and the Logics of Intersectional Resistance</a></span> <span class="label label-success"><a href="https://youtu.be/eS6FYbn_II4"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Knowles, Bran; Fledderjohann, Jasmine; Richards, John T.; Varshney, Kush R.</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594027">Power and Resistance in the Twitter Bias Discourse</a></span> <span class="label label-success"><a href="https://youtu.be/z0k3OLEGXTY"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Lopez, Paola</p> <h2 id="s31">Paper session 31: Fairness and diversity II</h2> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594122">Achieving Diversity in Counterfactual Explanations: A Review and Discussion</a></span> <span class="label label-success"><a href="https://youtu.be/42btcGk0Kzs"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Laugel, Thibault; Jeyasothy, Adulam; Lesot, Marie-Jeanne; Marsala, Christophe; Detyniecki, Marcin</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593997">Saliency Cards: A Framework to Characterize and Compare Saliency Methods</a></span> <span class="label label-success"><a href="https://youtu.be/Y7eGGPIA-hc"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Boggust, Angie; Suresh, Harini; Strobelt, Hendrik; Guttag, John; Satyanarayan, Arvind</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594057">Robustness Implies Fairness in Causal Algorithmic Recourse</a></span> <span class="label label-success"><a href="https://youtu.be/2mhMmZVjKn0"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Ehyaei, Ahmad-Reza; Karimi, Amir-Hossein; Schoelkopf, Bernhard; Maghsudi, Setareh</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3594097">Personalized Pricing with Group Fairness Constraint</a></span> <span class="label label-success"><a href="https://youtu.be/3EO5BbttZ-U"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Chen, Xin; Xu, Zexing; Zhao, Zishuo; Zhou, Yuan</p> <div class="papertitlevideo"><span class="papertitle"><a href="https://doi.org/10.1145/3593013.3593973">‘We Are Adults and Deserve Control of Our Phones’: Examining the Risks and Opportunities of a Right to Repair for Mobile Apps</a></span> <span class="label label-success"><a href="https://youtu.be/Ba0DN1w7d8E"><span class="glyphicon glyphicon-facetime-video"></span></a></div><p class="paperauthors">Kollnig, Konrad; Datta, Siddhartha; Serban Von Davier, Thomas; Van Kleek, Max; Binns, Reuben; Lyngs, Ulrik; Shadbolt, Nigel</p> </div> </div> </div> <footer class="footer navbar-inverted"> <div class="container"> <div class="row"> <div class="col-lg-6"> Sponsored by: <img src="/static/images/acm_logo_tablet.svg" alt="Association of Computing Machinery"> </div> <div class="col-lg-6 text-right"> <p>CC-BY 2024 ACM FAccT Conference.</p> <p>Updated Fri, 15 Nov 2024 09:28:13 +0000.</p> </div> </div> </div> </footer> <script src="/static/js/vendor/jquery-1.10.1.js"></script> <script src="/static/js/vendor/bootstrap.min.js"></script> <script src="/static/js/main.js"></script> </body> </html>