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Geovani Rizk | Semantic Scholar
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cl-button--density-default cl-icon-button dropdown-filters__density-toggle-on"><span class="cl-button__icon"><svg aria-hidden="true" height="14" width="14" alt="" class="icon-svg icon-view-dense" data-test-id="icon-view-dense"><use xlink:href="#view-dense"></use></svg></span></button></div></div></div></div></div><div class="result-page" data-test-id="result-page"><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="4e66d339736c79e247da9046e0a4041736b5994c"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Randomization-matters.-How-to-defend-against-strong-Pinot-Ettedgui/4e66d339736c79e247da9046e0a4041736b5994c"><h2 id="paper-4e66d339736c79e247da9046e0a4041736b5994c" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Randomization matters. How to defend against strong adversarial attacks</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="35449300" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Rafael-Pinot/35449300"><span class=""><span>Rafael Pinot</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1507575972" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Raphael-Ettedgui/1507575972"><span class=""><span>Raphael Ettedgui</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1705871" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Y.-Chevaleyre/1705871"><span class=""><span>Y. Chevaleyre</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1773774" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/J.-Atif/1773774"><span class=""><span>J. Atif</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Conference%20on%20Machine%20Learning"><span class="" data-test-id="venue-metadata"><span>International Conference on Machine Learning</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>26 February 2020</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is shown that, undermild conditions on the dataset distribution, any deterministic classifier can be outperformed by a randomized one, and this gives arguments for using randomization, and leads to a new algorithm for building randomized classifiers that are robust to strong adversarial attacks.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Randomization-matters.-How-to-defend-against-strong-Pinot-Ettedgui/4e66d339736c79e247da9046e0a4041736b5994c#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="54 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">54</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Randomization-matters.-How-to-defend-against-strong-Pinot-Ettedgui/4e66d339736c79e247da9046e0a4041736b5994c?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="8 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>8</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2002.11565.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/2002.11565.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="4e66d339736c79e247da9046e0a4041736b5994c"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div 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cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-quote" data-test-id="icon-fa-quote"><use xlink:href="#fa-quote"></use></svg></span><span class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="567bbe4036d755c08e36a3cb0d40ec2077f2c17d"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Best-Arm-Identification-in-Graphical-Bilinear-Rizk-Thomas/567bbe4036d755c08e36a3cb0d40ec2077f2c17d"><h2 id="paper-567bbe4036d755c08e36a3cb0d40ec2077f2c17d" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Best Arm Identification in Graphical Bilinear Bandits</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2115806488" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Albert-Thomas/2115806488"><span class=""><span>Albert Thomas</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="35175926" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Igor-Colin/35175926"><span class=""><span>Igor Colin</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2024372" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Laraki/2024372"><span class=""><span>R. Laraki</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1705871" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Y.-Chevaleyre/1705871"><span class=""><span>Y. Chevaleyre</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Conference%20on%20Machine%20Learning"><span class="" data-test-id="venue-metadata"><span>International Conference on Machine Learning</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>14 December 2020</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work studies the best arm identification problem in which the learner wants to find the graph allocation maximizing the sum of the bilinear rewards and proposes a somehow decentralized allocation strategy based on random sampling with theoretical guarantees.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Best-Arm-Identification-in-Graphical-Bilinear-Rizk-Thomas/567bbe4036d755c08e36a3cb0d40ec2077f2c17d#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="6 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">6</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Best-Arm-Identification-in-Graphical-Bilinear-Rizk-Thomas/567bbe4036d755c08e36a3cb0d40ec2077f2c17d?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="2 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>2</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2012.07641.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/2012.07641.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="567bbe4036d755c08e36a3cb0d40ec2077f2c17d"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div><div class="cl-paper-action__button-container"><button data-heap-id="create_alert_button" aria-label="Create Alert for this paper" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-alert--type-tertiary cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bell" data-test-id="icon-fa-bell"><use xlink:href="#fa-bell"></use></svg></span><span class="cl-button__label">Alert</span></button></div><div class="cl-paper-action__button-container"><button aria-label="Cite this paper" data-test-id="cite-link" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-quote" data-test-id="icon-fa-quote"><use xlink:href="#fa-quote"></use></svg></span><span class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="62eab32717ed1a0f7253742bdf0ba6d298809aae"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Overcoming-the-Challenges-of-Batch-Normalization-in-Guerraoui-Pinot/62eab32717ed1a0f7253742bdf0ba6d298809aae"><h2 id="paper-62eab32717ed1a0f7253742bdf0ba6d298809aae" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Overcoming the Challenges of Batch Normalization in Federated Learning</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2238953283" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Guerraoui/2238953283"><span class=""><span>R. Guerraoui</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="35449300" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Rafael-Pinot/35449300"><span class=""><span>Rafael Pinot</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2096027197" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/John-Stephan/2096027197"><span class=""><span>John Stephan</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1805590206" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/F.-Taiani/1805590206"><span class=""><span>F. Taiani</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=arXiv.org"><span class="" data-test-id="venue-metadata"><span>arXiv.org</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>23 May 2024</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>FBN ensures that the batch normalization during training is consistent with what would be achieved in a centralized execution, hence preserving the distribution of the data, and providing running statistics that accurately approximate the global statistics.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Overcoming-the-Challenges-of-Batch-Normalization-in-Guerraoui-Pinot/62eab32717ed1a0f7253742bdf0ba6d298809aae#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="1 citation"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">1</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Overcoming-the-Challenges-of-Batch-Normalization-in-Guerraoui-Pinot/62eab32717ed1a0f7253742bdf0ba6d298809aae?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="1 Highly Influential Citation"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>1</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2405.14670.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span 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xlink:href="#fa-quote"></use></svg></span><span class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="a8313f7803b5d5f41054bbf8d604eb3383fb016c"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/An-%E2%86%B5-No-Regret-Algorithm-For-Graphical-Bilinear-Rizk-Colin/a8313f7803b5d5f41054bbf8d604eb3383fb016c"><h2 id="paper-a8313f7803b5d5f41054bbf8d604eb3383fb016c" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>An ↵ -No-Regret Algorithm For Graphical Bilinear Bandits</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2327225034" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Igor-Colin/2327225034"><span class=""><span>Igor Colin</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2115806488" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Albert-Thomas/2115806488"><span class=""><span>Albert Thomas</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2024372" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Laraki/2024372"><span class=""><span>R. Laraki</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1705871" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Y.-Chevaleyre/1705871"><span class=""><span>Y. Chevaleyre</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Theoretical analysis of the first regret-based algorithm for graphical bilinear bandits using the principle of optimism in the face of uncertainty yields an upper bound of O ( p T ) on the regret and evidences the impact of the graph structure on the rate of convergence.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary 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author-page-details__paper-row paper-row-normal" data-paper-id="c3c0fbff3e1f2d27f1c40416bee587516f4ae37d"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/An-%24%5Calpha%24-No-Regret-Algorithm-For-Graphical-Rizk-Colin/c3c0fbff3e1f2d27f1c40416bee587516f4ae37d"><h2 id="paper-c3c0fbff3e1f2d27f1c40416bee587516f4ae37d" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="35175926" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Igor-Colin/35175926"><span class=""><span>Igor Colin</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2115806488" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Albert-Thomas/2115806488"><span class=""><span>Albert Thomas</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2024372" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Laraki/2024372"><span class=""><span>R. Laraki</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1705871" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Y.-Chevaleyre/1705871"><span class=""><span>Y. Chevaleyre</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Neural%20Information%20Processing%20Systems"><span class="" data-test-id="venue-metadata"><span>Neural Information Processing Systems</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>1 June 2022</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Theoretical analysis of this first regret-based algorithm for graphical bilinear bandits using the principle of optimism in the face of uncertainty yields an upper bound of $\tilde{O}(\sqrt{T})$ on the $\alpha$-regret and evidences the impact of the graph structure on the rate of convergence.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/2206.00466.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="c3c0fbff3e1f2d27f1c40416bee587516f4ae37d"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only 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class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="e1de459cb174ecc842d30214a45be60debbe3e01"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Refined-bounds-for-randomized-experimental-design-Rizk-Colin/e1de459cb174ecc842d30214a45be60debbe3e01"><h2 id="paper-e1de459cb174ecc842d30214a45be60debbe3e01" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Refined bounds for randomized experimental design</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="35175926" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Igor-Colin/35175926"><span class=""><span>Igor Colin</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2115806488" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Albert-Thomas/2115806488"><span class=""><span>Albert Thomas</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1805539" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/M.-Draief/1805539"><span class=""><span>M. Draief</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=arXiv.org"><span class="" data-test-id="venue-metadata"><span>arXiv.org</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>22 December 2020</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A new concentration inequality for the eigenvalues of random matrices is developed using a refined version of the intrinsic dimension that enables us to quantify the performance of such randomized strategies.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Refined-bounds-for-randomized-experimental-design-Rizk-Colin/e1de459cb174ecc842d30214a45be60debbe3e01#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="3 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">3</span></div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2012.15726.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" 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Evaluating higher education vulnerability to AI assistants</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2316641793" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Beatriz-Borges/2316641793"><span class=""><span>Beatriz Borges</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="9737058" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Negar-Foroutan/9737058"><span class=""><span>Negar Foroutan</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2284866282" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 87 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle"><span class="cl-button__label">+87 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate" href="/author/Antoine-Bosselut/2284866282"><span class=""><span>Antoine Bosselut</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Engineering, Education</span></div><div class="cl-paper__bulleted-row__item"><span><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Proceedings%20of%20the%20National%20Academy%20of%20Sciences%20of%20the%20United%20States%20of%20America"><span class="" data-test-id="venue-metadata"><span>Proceedings of the National Academy of Sciences…</span></span></a></span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>7 August 2024</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This study demonstrates that AI assistants, such as ChatGPT, can answer at least 65.8% of examination questions correctly across 50 diverse courses in the technical and natural sciences.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Could-ChatGPT-get-an-engineering-degree-Evaluating-Borges-Foroutan/547e851bd281ba396e92999c3a749edfd5530f85#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="2 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">2</span></div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2408.11841.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://www.ncbi.nlm.nih.gov/pubmed/39589890" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="medline" data-heap-direct-pdf-link="false" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="547e851bd281ba396e92999c3a749edfd5530f85"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-link-out" data-test-id="icon-fa-link-out"><use xlink:href="#fa-link-out"></use></svg>PubMed<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button 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data-paper-id="926bb777511301840ae598a1325974fbc8da70a8"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Byzantine-Robust-Federated-Learning%3A-Impact-of-and-Allouah-Farhadkhani/926bb777511301840ae598a1325974fbc8da70a8"><h2 id="paper-926bb777511301840ae598a1325974fbc8da70a8" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2151804039" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Youssef-Allouah/2151804039"><span class=""><span>Youssef Allouah</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2044392690" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Sadegh-Farhadkhani/2044392690"><span class=""><span>Sadegh Farhadkhani</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2101993479" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate" href="/author/S.-Voitovych/2101993479"><span class=""><span>S. Voitovych</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Conference%20on%20Machine%20Learning"><span class="" data-test-id="venue-metadata"><span>International Conference on Machine Learning</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>20 February 2024</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A sufficient condition on client subsampling is presented for nearly-optimal convergence of $\mathsf{FedRo}$ (for smooth non-convex loss) and the rate of improvement in learning accuracy {\em diminishes} with respect to the number of clients subsampled, as soon as the sample size exceeds a threshold value.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Byzantine-Robust-Federated-Learning%3A-Impact-of-and-Allouah-Farhadkhani/926bb777511301840ae598a1325974fbc8da70a8#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="1 citation"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">1</span></div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2402.12780.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/2402.12780.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="926bb777511301840ae598a1325974fbc8da70a8"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div><div class="cl-paper-action__button-container"><button data-heap-id="create_alert_button" aria-label="Create Alert for this paper" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-alert--type-tertiary cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bell" data-test-id="icon-fa-bell"><use xlink:href="#fa-bell"></use></svg></span><span class="cl-button__label">Alert</span></button></div><div class="cl-paper-action__button-container"><button aria-label="Cite this paper" data-test-id="cite-link" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-quote" data-test-id="icon-fa-quote"><use xlink:href="#fa-quote"></use></svg></span><span class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="ab7ba8d88b9e0f2180a948f6490cebf61cf3cf49"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/The-Vital-Role-of-Gradient-Clipping-in-Distributed-Allouah-Guerraoui/ab7ba8d88b9e0f2180a948f6490cebf61cf3cf49"><h2 id="paper-ab7ba8d88b9e0f2180a948f6490cebf61cf3cf49" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>The Vital Role of Gradient Clipping in Byzantine-Resilient Distributed Learning</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2151804039" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Youssef-Allouah/2151804039"><span class=""><span>Youssef Allouah</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2238953283" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Guerraoui/2238953283"><span class=""><span>R. Guerraoui</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2284792942" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Nirupam-Gupta/2284792942"><span class=""><span>Nirupam Gupta</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2302799737" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Ahmed-Jellouli/2302799737"><span class=""><span>Ahmed Jellouli</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2096027197" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/John-Stephan/2096027197"><span class=""><span>John Stephan</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>23 May 2024</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This analysis shows that ARC consistently enhances the empirical robustness of SOTA Robust-DGD methods, while preserving the theoretical robustness guarantees, and provably improves the asymptotic convergence guarantee of Robust-DGD in the case when the model is well-initialized.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/The-Vital-Role-of-Gradient-Clipping-in-Distributed-Allouah-Guerraoui/ab7ba8d88b9e0f2180a948f6490cebf61cf3cf49#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="1 citation"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">1</span></div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2405.14432.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a 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class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="525c77783fbc1e91f45b8ce5f850f3898fba8302"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Robust-Distributed-Learning%3A-Tight-Error-Bounds-and-Allouah-Guerraoui/525c77783fbc1e91f45b8ce5f850f3898fba8302"><h2 id="paper-525c77783fbc1e91f45b8ce5f850f3898fba8302" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2151804039" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Youssef-Allouah/2151804039"><span class=""><span>Youssef Allouah</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1727558" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Guerraoui/1727558"><span class=""><span>R. Guerraoui</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="7639794" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Nirupam-Gupta/7639794"><span class=""><span>Nirupam Gupta</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="35449300" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Rafael-Pinot/35449300"><span class=""><span>Rafael Pinot</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1507593878" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Geovani-Rizk/1507593878"><span class=""><span>Geovani Rizk</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Neural%20Information%20Processing%20Systems"><span class="" data-test-id="venue-metadata"><span>Neural Information Processing Systems</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>24 September 2023</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper considers a more realistic heterogeneity model, namely (G,B)-gradient dissimilarity, and shows that it covers a larger class of learning problems than existing theory and proves a new lower bound on the learning error of any distributed learning algorithm.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Robust-Distributed-Learning%3A-Tight-Error-Bounds-and-Allouah-Guerraoui/525c77783fbc1e91f45b8ce5f850f3898fba8302#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="10 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">10</span></div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/2309.13591.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available 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class="author-recs__top-flex"><h2 class="author-recs__header">Co-Authors</h2></div><a class="link-button--show-visited" data-heap-id="author-recs-link" href="/author/Y.-Chevaleyre/1705871"><div class="cl-container cl-card-container"><div class="cl-container__content"><div class="author-recs__author-profile-picture"><div class="profile-picture profile-picture--circle" style="height:38px;width:38px"><div class="profile-picture__fallback-image"><svg aria-hidden="true" width="19px" height="19px" alt="" class="icon-svg icon-user" data-test-id="icon-user"><use xlink:href="#user"></use></svg></div></div></div><ul><li><span class="author-recs__author-title">Y. Chevaleyre</span></li><li class="author-recs__metadata">115 Publications • 3,477 Citations</li></ul></div></div></a><a class="link-button--show-visited" data-heap-id="author-recs-link" href="/author/Albert-Thomas/2115806488"><div class="cl-container cl-card-container"><div class="cl-container__content"><div class="author-recs__author-profile-picture"><div class="profile-picture profile-picture--circle" style="height:38px;width:38px"><div class="profile-picture__fallback-image"><svg aria-hidden="true" width="19px" height="19px" alt="" class="icon-svg icon-user" data-test-id="icon-user"><use xlink:href="#user"></use></svg></div></div></div><ul><li><span class="author-recs__author-title">Albert Thomas</span></li><li class="author-recs__metadata">11 Publications • 41 Citations</li></ul></div></div></a><a class="link-button--show-visited" data-heap-id="author-recs-link" href="/author/R.-Laraki/2024372"><div class="cl-container cl-card-container"><div class="cl-container__content"><div class="author-recs__author-profile-picture"><div class="profile-picture profile-picture--circle" style="height:38px;width:38px"><div class="profile-picture__fallback-image"><svg aria-hidden="true" width="19px" height="19px" alt="" class="icon-svg icon-user" data-test-id="icon-user"><use xlink:href="#user"></use></svg></div></div></div><ul><li><span class="author-recs__author-title">R. Laraki</span></li><li class="author-recs__metadata">98 Publications • 1,447 Citations</li></ul></div></div></a><a class="link-button--show-visited" data-heap-id="author-recs-link" href="/author/R.-Guerraoui/2238953283"><div class="cl-container cl-card-container"><div class="cl-container__content"><div class="author-recs__author-profile-picture"><div class="profile-picture profile-picture--circle" style="height:38px;width:38px"><div class="profile-picture__fallback-image"><svg aria-hidden="true" width="19px" height="19px" alt="" class="icon-svg icon-user" data-test-id="icon-user"><use xlink:href="#user"></use></svg></div></div></div><ul><li><span class="author-recs__author-title">R. 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