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<!DOCTYPE html> <html lang="en">  <head> <title>[PDF] Making Batch Normalization Great in Federated Deep Learning | Semantic Scholar</title> <meta name="robots" content="noarchive,noindex"> <link rel="canonical" href="https://www.semanticscholar.org/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="51349a8428035d1eb69c46ebe56dbe78a08f6423"> <meta name="description" content="This paper empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings. Batch Normalization (BN) is widely used in {centralized} deep learning to improve convergence and generalization. However, in {federated} learning (FL) with decentralized data, prior work has observed that training with BN could hinder performance and suggested replacing it with Group Normalization (GN). In this paper, we revisit this substitution by expanding the empirical study conducted in prior work. Surprisingly, we find that BN outperforms GN in many FL settings. The exceptions are high-frequency communication and extreme non-IID regimes. We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training. We empirically identify a simple practice that could reduce the impacts of these factors while maintaining the strength of BN. Our approach, which we named FIXBN, is fairly easy to implement, without any additional training or communication costs, and performs favorably across a wide range of FL settings. We hope that our study could serve as a valuable reference for future practical usage and theoretical analysis in FL."> <meta name="twitter:description" content="This paper empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings. Batch Normalization (BN) is widely used in {centralized} deep learning to improve convergence and generalization. However, in {federated} learning (FL) with decentralized data, prior work has observed that training with BN could hinder performance and suggested replacing it with Group Normalization (GN). In this paper, we revisit this substitution by expanding the empirical study conducted in prior work. Surprisingly, we find that BN outperforms GN in many FL settings. The exceptions are high-frequency communication and extreme non-IID regimes. We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training. We empirically identify a simple practice that could reduce the impacts of these factors while maintaining the strength of BN. Our approach, which we named FIXBN, is fairly easy to implement, without any additional training or communication costs, and performs favorably across a wide range of FL settings. We hope that our study could serve as a valuable reference for future practical usage and theoretical analysis in FL."> <meta property="og:description" content="This paper empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings. Batch Normalization (BN) is widely used in {centralized} deep learning to improve convergence and generalization. However, in {federated} learning (FL) with decentralized data, prior work has observed that training with BN could hinder performance and suggested replacing it with Group Normalization (GN). In this paper, we revisit this substitution by expanding the empirical study conducted in prior work. Surprisingly, we find that BN outperforms GN in many FL settings. The exceptions are high-frequency communication and extreme non-IID regimes. We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training. We empirically identify a simple practice that could reduce the impacts of these factors while maintaining the strength of BN. Our approach, which we named FIXBN, is fairly easy to implement, without any additional training or communication costs, and performs favorably across a wide range of FL settings. We hope that our study could serve as a valuable reference for future practical usage and theoretical analysis in FL."> <meta name="citation_author" content="Jike Zhong"> <meta name="citation_author" content="Hong-You Chen"> <meta name="citation_author" content="Wei-Lun Chao"> <meta name="citation_title" content="Making Batch Normalization Great in Federated Deep Learning"> <meta name="citation_publication_date" content="2023"> <meta name="citation_journal_title" content="arXiv.org"> <meta name="citation_pdf_url" content="https://arxiv.org/pdf/2303.06530.pdf"> <meta property="og:title" content="[PDF] Making Batch Normalization Great in Federated Deep Learning | Semantic Scholar"> <meta name="twitter:title" content="[PDF] Making Batch Normalization Great in Federated Deep Learning | Semantic Scholar"> <meta property="og:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:secure_url" 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Batch Normalization (BN) is widely used in {centralized} deep learning to improve convergence and generalization. However, in {federated} learning (FL) with decentralized data, prior work has observed that training with BN could hinder performance and suggested replacing it with Group Normalization (GN). In this paper, we revisit this substitution by expanding the empirical study conducted in prior work. Surprisingly, we find that BN outperforms GN in many FL settings. The exceptions are high-frequency communication and extreme non-IID regimes. We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training. We empirically identify a simple practice that could reduce the impacts of these factors while maintaining the strength of BN. Our approach, which we named FIXBN, is fairly easy to implement, without any additional training or communication costs, and performs favorably across a wide range of FL settings. We hope that our study could serve as a valuable reference for future practical usage and theoretical analysis in FL.","author":[{"@type":"Person","name":"Jike Zhong","mainEntityOfPage":"/author/Jike-Zhong/2155898280"},{"@type":"Person","name":"Hong-You Chen","mainEntityOfPage":"/author/Hong-You-Chen/1390824389"},{"@type":"Person","name":"Wei-Lun Chao","mainEntityOfPage":"/author/Wei-Lun-Chao/2113951006"}],"copyrightYear":"2023","datePublished":"12 March 2023","headline":"Making Batch Normalization Great in Federated Deep Learning","mainEntity":"https://arxiv.org/pdf/2303.06530.pdf","mainEntityOfPage":"/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4","name":"Making Batch Normalization Great in Federated Deep Learning","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2303.06530","image":[{"@type":"ImageObject","caption":"Figure 2: (a) Changes of global (∥S̄(t+1) − S̄(t)∥1) and local mini-batch statistics (∥Sm,B(t+1) − S̄(t)∥1). (b) Variances (running over t− 200 to t) of local statistics S(t)m . (c) Loss of global model on the training data and final-round accuracy when freezing BN statistics at different intermediate rounds (CIFAR-10, E = 100).","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/6-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/6-Figure2-1.png","height":146,"width":551},{"@type":"ImageObject","caption":"Table 2: Class-non-IID ImageNet.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table2-1.png","height":239,"width":265},{"@type":"ImageObject","caption":"Table 4: Comparison to other FL normalizer methods. Test accuracy (%) of ResNet20 on CIFAR-10 given # of rounds. The setting follows (Wang et al., 2023).","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table4-1.png","height":181,"width":548},{"@type":"ImageObject","caption":"Figure 4: Maintained momentum. Normalizers augmented with maintained global momentum (†) and local momentum (⋆) with different numbers of local steps per communication E.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/8-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/8-Figure4-1.png","height":305,"width":242},{"@type":"ImageObject","caption":"Figure 5: Is GN always better than BN? No. We compare their test accuracy in various FL settings on CIAFR-10 and Tiny-ImageNet, including different non-IID partitions and numbers of local steps E. Fixed budget of the total number of SGD updates (e.g., for CIFAR-10, 20 E×5 clients ×3200 rounds = 128 epochs) or the number of total rounds (128 rounds) are given.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure5-1.png","height":202,"width":547},{"@type":"ImageObject","caption":"Figure 6: Test accuracy on CIFAR-10 for different local steps (E) per communication given a fixed number of SGD steps.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure6-1.png","height":270,"width":166},{"@type":"ImageObject","caption":"Figure I: FIXBN maintains advantage over different batch size selections.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-FigureI-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-FigureI-1.png","height":107,"width":275},{"@type":"ImageObject","caption":"Table I: Effects of the groupsize for GN. We experiment with different # of groups (2 ∼ 8) to divide the channels in GN layers in the CIFAR-10 (Shards, E = 100) with fixed epochs setting.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-TableI-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-TableI-1.png","height":81,"width":148}]},{"@type":"ScholarlyArticle","about":"This paper empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings.","abstract":"This paper empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings. Batch Normalization (BN) is widely used in {centralized} deep learning to improve convergence and generalization. However, in {federated} learning (FL) with decentralized data, prior work has observed that training with BN could hinder performance and suggested replacing it with Group Normalization (GN). In this paper, we revisit this substitution by expanding the empirical study conducted in prior work. Surprisingly, we find that BN outperforms GN in many FL settings. The exceptions are high-frequency communication and extreme non-IID regimes. We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training. We empirically identify a simple practice that could reduce the impacts of these factors while maintaining the strength of BN. Our approach, which we named FIXBN, is fairly easy to implement, without any additional training or communication costs, and performs favorably across a wide range of FL settings. We hope that our study could serve as a valuable reference for future practical usage and theoretical analysis in FL.","author":[{"@type":"Person","name":"Jike Zhong","mainEntityOfPage":"/author/Jike-Zhong/2155898280"},{"@type":"Person","name":"Hong-You Chen","mainEntityOfPage":"/author/Hong-You-Chen/1390824389"},{"@type":"Person","name":"Wei-Lun Chao","mainEntityOfPage":"/author/Wei-Lun-Chao/2113951006"}],"copyrightYear":"2023","datePublished":"12 March 2023","headline":"Making Batch Normalization Great in Federated Deep Learning","mainEntity":"https://arxiv.org/pdf/2303.06530.pdf","mainEntityOfPage":"/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4","name":"Making Batch Normalization Great in Federated Deep Learning","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2303.06530","image":[{"@type":"ImageObject","caption":"Figure 2: (a) Changes of global (∥S̄(t+1) − S̄(t)∥1) and local mini-batch statistics (∥Sm,B(t+1) − S̄(t)∥1). (b) Variances (running over t− 200 to t) of local statistics S(t)m . (c) Loss of global model on the training data and final-round accuracy when freezing BN statistics at different intermediate rounds (CIFAR-10, E = 100).","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/6-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/6-Figure2-1.png","height":146,"width":551},{"@type":"ImageObject","caption":"Table 2: Class-non-IID ImageNet.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table2-1.png","height":239,"width":265},{"@type":"ImageObject","caption":"Table 4: Comparison to other FL normalizer methods. Test accuracy (%) of ResNet20 on CIFAR-10 given # of rounds. The setting follows (Wang et al., 2023).","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table4-1.png","height":181,"width":548},{"@type":"ImageObject","caption":"Figure 4: Maintained momentum. Normalizers augmented with maintained global momentum (†) and local momentum (⋆) with different numbers of local steps per communication E.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/8-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/8-Figure4-1.png","height":305,"width":242},{"@type":"ImageObject","caption":"Figure 5: Is GN always better than BN? No. We compare their test accuracy in various FL settings on CIAFR-10 and Tiny-ImageNet, including different non-IID partitions and numbers of local steps E. Fixed budget of the total number of SGD updates (e.g., for CIFAR-10, 20 E×5 clients ×3200 rounds = 128 epochs) or the number of total rounds (128 rounds) are given.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure5-1.png","height":202,"width":547},{"@type":"ImageObject","caption":"Figure 6: Test accuracy on CIFAR-10 for different local steps (E) per communication given a fixed number of SGD steps.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure6-1.png","height":270,"width":166},{"@type":"ImageObject","caption":"Figure I: FIXBN maintains advantage over different batch size selections.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-FigureI-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-FigureI-1.png","height":107,"width":275},{"@type":"ImageObject","caption":"Table I: Effects of the groupsize for GN. We experiment with different # of groups (2 ∼ 8) to divide the channels in GN layers in the CIFAR-10 (Shards, E = 100) with fixed epochs setting.","contentUrl":"https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-TableI-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-TableI-1.png","height":81,"width":148}]}]]}</script> </head> <body class=""> <style data-styled="" data-styled-version="4.4.1"></style> <style>#app { display: none; }</style> <div id="app" class=""><div class="app-page HACK__is-desktop paper"><div class="app-page__header"><div><a href="#search-form" class="screen-reader-only">Skip to search form</a><a href="#main-content" class="screen-reader-only">Skip to main content</a><a href="#account-menu" class="screen-reader-only">Skip to account menu</a><header class="header has-search header--light flex-row-vcenter" role="banner"><a class="s2-logo-container" aria-label="Homepage" 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journal={ArXiv}, year={2023}, volume={abs/2303.06530}, url={https://api.semanticscholar.org/CorpusID:257496638} }</pre><ul class="flex-row-vcenter paper-meta"><li class="paper-meta-item"><span class="paper-meta" data-test-id="paper-meta-subhead"><span class="author-list"><span data-heap-id="heap_author_list_item" data-heap-author-id="2155898280" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/Jike-Zhong/2155898280"><span class=""><span>Jike Zhong</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1390824389" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Hong-You-Chen/1390824389"><span class=""><span>Hong-You Chen</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2113951006" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Wei-Lun-Chao/2113951006"><span class=""><span>Wei-Lun Chao</span></span></a></span></span></span></li><li class="paper-meta-item"><span data-test-id="year-and-venue">Published in <span data-test-id="venue-metadata"><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></span> <span data-test-id="paper-year"><span class=""><span>12 March 2023</span></span></span></span></li><li class="paper-meta-item">Computer Science</li></ul><div class="tldr-abstract-replacement text-truncator paper-detail-page__tldr-abstract"><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 empirically identifies a simple practice that could reduce the impacts of these factors while maintaining the strength of BN, and performs favorably across a wide range of FL settings.</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="flex-container flex-wrap 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class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/6-Figure2-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/6-Figure2-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/6-Figure2-1.png" alt="figure 2" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 2</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/1"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/7-Table2-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/7-Table2-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table2-1.png" alt="table 2" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 2</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/2"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/7-Table4-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/7-Table4-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/7-Table4-1.png" alt="table 4" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 4</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/3"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/8-Figure4-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/8-Figure4-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/8-Figure4-1.png" alt="figure 4" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 4</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/4"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/9-Figure5-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/9-Figure5-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure5-1.png" alt="figure 5" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 5</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/5"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/9-Figure6-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/9-Figure6-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/9-Figure6-1.png" alt="figure 6" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 6</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/6"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/17-FigureI-1.png 1x,https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/500px/17-FigureI-1.png 2x" src="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/17-FigureI-1.png" alt="figure I" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure I</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Making-Batch-Normalization-Great-in-Federated-Deep-Zhong-Chen/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/figure/7"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/ea2fac4f5b0fdf2518f64018817ea619ea7f2dd4/250px/17-TableI-1.png 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Tarroni</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-heap-id="paper-meta-venue" href="/venue?name=arXiv.org">arXiv.org</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</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 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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-heap-id="paper-meta-venue" href="/venue?name=arXiv.org">arXiv.org</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</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" data-test-id="citation-stats"><li aria-label="1 Citation" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" 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class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="23aca43b44961a1da510631b2fc040dc8738616d"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="23aca43b44961a1da510631b2fc040dc8738616d" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/ARIA%3A-On-the-Interaction-Between-Architectures%2C-and-Siomos-Marimont/23aca43b44961a1da510631b2fc040dc8738616d"><h3 id="paper-23aca43b44961a1da510631b2fc040dc8738616d" class="cl-paper-title" tabindex="" aria-describedby="">ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2186864533" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Vasilis-Siomos/2186864533"><span class=""><span>Vasilis Siomos</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2037388029" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sergio-Naval-Marimont/2037388029"><span class=""><span>Sergio Naval Marimont</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1389979241" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jonathan-Passerat-Palmbach/1389979241"><span class=""><span>Jonathan Passerat-Palmbach</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="32389902" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/G.-Tarroni/32389902"><span class=""><span>G. Tarroni</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-heap-id="paper-meta-venue" href="/venue?name=IEEE%20International%20Symposium%20on%20Biomedical%20Imaging">IEEE International Symposium on Biomedical…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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>The first joint ARchitecture-Initialization-Aggregation study and benchmark ARIAs across a range of medical image classification tasks find that, contrary to current practices, ARIA elements have to be chosen together to achieve the best possible performance.</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" data-test-id="citation-stats"><li aria-label="1 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data-heap-author-id="2264457938" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Cheng-Hao-Tu/2264457938"><span class=""><span>Cheng-Hao Tu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1390824389" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hong-You-Chen/1390824389"><span class=""><span>Hong-You Chen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2261086712" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 7 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 cl-paper-authors__toggle__with-background"><span class="cl-button__label">+7 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Wei-Lun-Chao/2261086712"><span class=""><span>Wei-Lun Chao</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-heap-id="paper-meta-venue" href="/venue?name=Neural%20Information%20Processing%20Systems">Neural Information Processing Systems</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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" 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id="paper-0346f60fbfe9dce881af0f3a8373fb785c8110af" class="cl-paper-title" tabindex="" aria-describedby="">FedWon: Triumphing Multi-domain Federated Learning Without Normalization</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1900312976" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiming-Zhuang/1900312976"><span class=""><span>Weiming Zhuang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145225199" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lingjuan-Lyu/145225199"><span class=""><span>Lingjuan Lyu</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-heap-id="paper-meta-venue" href="/venue?name=International%20Conference%20on%20Learning%20Representations">International Conference on Learning…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 research proposes a novel method called Federated learning Without normalizations (FedWon), which eliminates the normalization layers in FL and reparameterizes convolution layers with scaled weight standardization and can also effectively tackle the challenge of skewed label distribution.</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" data-test-id="citation-stats"><li aria-label="9 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/0346f60fbfe9dce881af0f3a8373fb785c8110af#citing-papers" 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href="/author/Yanmeng-Wang/2108939562"><span class=""><span>Yanmeng Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2113757445" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Qingjiang-Shi/2113757445"><span class=""><span>Qingjiang Shi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2114159596" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Tsung-Hui-Chang/2114159596"><span class=""><span>Tsung-Hui Chang</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=IEEE%20Transactions%20on%20Neural%20Networks%20and%20Learning%20Systems">IEEE Transactions on Neural Networks and Learning…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 FL algorithm is developed that is tailored to BN, called FedTAN, which is capable of achieving robust FL performance under a variety of data distributions via iterative layer-wise parameter aggregation and demonstrates the superiority of the proposedFedTAN over existing baselines for training BN-based DNN models.</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" data-test-id="citation-stats"><li aria-label="27 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/237c7ced7aa9e139f492752df374324c2908ab18#citing-papers" class="cl-paper-stats__citation-pdp-link"><div 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class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="a480aabc0b4939e1223a0f6958d04bd454f0877a"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="a480aabc0b4939e1223a0f6958d04bd454f0877a" data-heap-citation-type="citingPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Is-Normalization-Indispensable-for-Multi-domain-Zhuang-Lyu/a480aabc0b4939e1223a0f6958d04bd454f0877a"><h3 id="paper-a480aabc0b4939e1223a0f6958d04bd454f0877a" class="cl-paper-title" tabindex="" aria-describedby="">Is Normalization Indispensable for Multi-domain Federated Learning?</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1900312976" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiming-Zhuang/1900312976"><span class=""><span>Weiming Zhuang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2287820224" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lingjuan-Lyu/2287820224"><span class=""><span>Lingjuan Lyu</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-heap-id="paper-meta-venue" href="/venue?name=arXiv.org">arXiv.org</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 research addresses a crucial yet frequently overlooked problem known as multi-domain FL, where clients’ data originate from diverse domains with distinct feature distributions, as opposed to label distributions, and eliminates all normalizations in FL and reparameterizes convolution layers with scaled weight standardization.</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 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data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/ARIA%3A-On-the-interaction-between-Architectures%2C-and-Siomos-Marimont/89b3094c4f95c472414a4466ef14ae5070e65f0d"><h3 id="paper-89b3094c4f95c472414a4466ef14ae5070e65f0d" class="cl-paper-title" tabindex="" aria-describedby="">ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2186864533" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Vasilis-Siomos/2186864533"><span class=""><span>Vasilis Siomos</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2037388029" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sergio-Naval-Marimont/2037388029"><span class=""><span>Sergio Naval Marimont</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2266468511" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jonathan-Passerat-Palmbach/2266468511"><span class=""><span>Jonathan Passerat-Palmbach</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="32389902" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/G.-Tarroni/32389902"><span class=""><span>G. Tarroni</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-heap-id="paper-meta-venue" href="/venue?name=arXiv.org">arXiv.org</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 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data-heap-id="citation_author" data-heap-author-id="2108939562" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yanmeng-Wang/2108939562"><span class=""><span>Yanmeng Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2113757445" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Qingjiang-Shi/2113757445"><span class=""><span>Qingjiang Shi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2114159596" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Tsung-Hui-Chang/2114159596"><span class=""><span>Tsung-Hui Chang</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=IEEE%20transactions%20on%20neural%20networks%20and%20learning%20systems">IEEE transactions on neural networks and learning…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 FL algorithm is developed that is tailored to BN, called FedTAN, which is capable of achieving robust FL performance under a variety of data distributions via iterative layer-wise parameter aggregation and demonstrates the superiority of the proposedFedTAN over existing baselines for training BN-based DNN models.</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" data-test-id="citation-stats"><li aria-label="27 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations 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class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhixu-Du/2048018258"><span class=""><span>Zhixu Du</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2156016815" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jingwei-Sun/2156016815"><span class=""><span>Jingwei Sun</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2135836407" 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 cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yiran-Chen/2135836407"><span class=""><span>Yiran Chen</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"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">Proceedings of the 3rd International Workshop on…</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</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 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class="cl-paper-title" tabindex="" aria-describedby="">FedBN: Federated Learning on Non-IID Features via Local Batch Normalization</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2144456293" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xiaoxiao-Li/2144456293"><span class=""><span>Xiaoxiao Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2050138741" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Meirui-Jiang/2050138741"><span class=""><span>Meirui Jiang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2108168094" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xiaofei-Zhang/2108168094"><span class=""><span>Xiaofei Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2065698865" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Michael-Kamp/2065698865"><span class=""><span>Michael Kamp</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="35647880" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Q.-Dou/35647880"><span class=""><span>Q. Dou</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-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</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 proposes an effective method that uses local batch normalization to alleviate the feature shift before averaging models, called FedBN, which outperforms both classical FedAvg, as well as the state-of-the-art for non-iid data (FedProx) on the authors' extensive experiments.</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" data-test-id="citation-stats"><li aria-label="688 Citations" class="cl-paper-stats__item"><a 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data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="393148d88541881b590c36eaf0effc4a6a823035"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="393148d88541881b590c36eaf0effc4a6a823035" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/On-the-Importance-and-Applicability-of-Pre-Training-Chen-Tu/393148d88541881b590c36eaf0effc4a6a823035"><h3 id="paper-393148d88541881b590c36eaf0effc4a6a823035" class="cl-paper-title" tabindex="" aria-describedby="">On the Importance and Applicability of Pre-Training for Federated Learning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1390824389" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hong-You-Chen/1390824389"><span class=""><span>Hong-You Chen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="51294406" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Cheng-Hao-Tu/51294406"><span class=""><span>Cheng-Hao Tu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="15401312" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zi-hua-Li/15401312"><span class=""><span>Zi-hua Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2110771216" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hang-Shen/2110771216"><span class=""><span>Hang Shen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2113951006" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Wei-Lun-Chao/2113951006"><span class=""><span>Wei-Lun Chao</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-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 found that pre-training enables the learned global models under different clients' data conditions to converge to the same loss basin, and makes global aggregation in FL more stable.</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" data-test-id="citation-stats"><li aria-label="66 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/393148d88541881b590c36eaf0effc4a6a823035#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><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>66</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/393148d88541881b590c36eaf0effc4a6a823035"><a class="icon-button 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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-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><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 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></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="521ebc310afd88a2672f0af5f77dd4e6ec5c994f"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="521ebc310afd88a2672f0af5f77dd4e6ec5c994f" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Understanding-Batch-Normalization-Bjorck-Gomes/521ebc310afd88a2672f0af5f77dd4e6ec5c994f"><h3 id="paper-521ebc310afd88a2672f0af5f77dd4e6ec5c994f" class="cl-paper-title" tabindex="" aria-describedby="">Understanding Batch Normalization</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="46278353" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Johan-Bjorck/46278353"><span class=""><span>Johan Bjorck</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144659218" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/C.-Gomes/144659218"><span class=""><span>C. Gomes</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1744679" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/B.-Selman/1744679"><span class=""><span>B. Selman</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-heap-id="paper-meta-venue" href="/venue?name=NeurIPS">NeurIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</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 BN primarily enables training with larger learning rates, which is the cause for faster convergence and better generalization, and contrasts the results against recent findings in random matrix theory, shedding new light on classical initialization schemes and their consequences.</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" data-test-id="citation-stats"><li aria-label="537 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/521ebc310afd88a2672f0af5f77dd4e6ec5c994f#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><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>537</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/521ebc310afd88a2672f0af5f77dd4e6ec5c994f"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" data-heap-id="reader_button_paper_row"><span class="flex-row-centered"><svg aria-hidden="true" height="14" width="14" 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cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">2 Excerpts</span></button></li></ul></div></div><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 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></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="547f4c5180b14a13496e406335c912b4599d03fa"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="547f4c5180b14a13496e406335c912b4599d03fa" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Beyond-BatchNorm%3A-Towards-a-Unified-Understanding-Lubana-Dick/547f4c5180b14a13496e406335c912b4599d03fa"><h3 id="paper-547f4c5180b14a13496e406335c912b4599d03fa" class="cl-paper-title" tabindex="" aria-describedby="">Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="35573359" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ekdeep-Singh-Lubana/35573359"><span class=""><span>Ekdeep Singh Lubana</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1792688" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Dick/1792688"><span class=""><span>R. Dick</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1912151014" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hidenori-Tanaka/1912151014"><span class=""><span>Hidenori Tanaka</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-heap-id="paper-meta-venue" href="/venue?name=NeurIPS">NeurIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</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 unified set of mechanisms that underpin the success of normalization methods in deep learning are revealed, providing a compass to systematically explore the vast design space of DNN normalization layers.</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" data-test-id="citation-stats"><li aria-label="29 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/547f4c5180b14a13496e406335c912b4599d03fa#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><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>29</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/547f4c5180b14a13496e406335c912b4599d03fa"><a class="icon-button cl-paper-action__reader-button 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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></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="206ac18ddd9a00520dda4f879700e4f6a422f7de"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="206ac18ddd9a00520dda4f879700e4f6a422f7de" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Normalization-Is-All-You-Need%3A-Understanding-under-Zhang-Beitollahi/206ac18ddd9a00520dda4f879700e4f6a422f7de"><h3 id="paper-206ac18ddd9a00520dda4f879700e4f6a422f7de" class="cl-paper-title" tabindex="" aria-describedby="">Normalization Is All You Need: Understanding Layer-Normalized Federated Learning under Extreme Label Shift</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2265579642" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Guojun-Zhang/2265579642"><span class=""><span>Guojun Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2171758288" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Mahdi-Beitollahi/2171758288"><span class=""><span>Mahdi Beitollahi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2282536992" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alex-Bie/2282536992"><span class=""><span>Alex Bie</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2275535927" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xi-Chen/2275535927"><span class=""><span>Xi Chen</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-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 reveals the profound connection between layer normalization and the label shift problem in federated learning and identifies the key contributing mechanism of normalization methods in FL, called feature normalization (FN), which applies normalization to the latent feature representation before the classifier head.</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 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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-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><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 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></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="39dc3b78ca88ce661a669fbbe331c589bceadb6a"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="39dc3b78ca88ce661a669fbbe331c589bceadb6a" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Federated-Hyperparameter-Tuning%3A-Challenges%2C-and-to-Khodak-Tu/39dc3b78ca88ce661a669fbbe331c589bceadb6a"><h3 id="paper-39dc3b78ca88ce661a669fbbe331c589bceadb6a" class="cl-paper-title" tabindex="" aria-describedby="">Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="10398264" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Khodak/10398264"><span class=""><span>M. Khodak</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="41021281" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Renbo-Tu/41021281"><span class=""><span>Renbo Tu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145532827" 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 cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ameet-Talwalkar/145532827"><span class=""><span>Ameet Talwalkar</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-heap-id="paper-meta-venue" href="/venue?name=NeurIPS">NeurIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</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 method is introduced, FedEx, to accelerate federated hyperparameter tuning that is applicable to widely-used federated optimization methods such as FedAvg and recent variants and correctly tunes the on-device learning rate in the setting of online convex optimization across devices.</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" data-test-id="citation-stats"><li aria-label="70 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/39dc3b78ca88ce661a669fbbe331c589bceadb6a#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><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>70</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/39dc3b78ca88ce661a669fbbe331c589bceadb6a"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" 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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></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="a480aabc0b4939e1223a0f6958d04bd454f0877a"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="a480aabc0b4939e1223a0f6958d04bd454f0877a" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Is-Normalization-Indispensable-for-Multi-domain-Zhuang-Lyu/a480aabc0b4939e1223a0f6958d04bd454f0877a"><h3 id="paper-a480aabc0b4939e1223a0f6958d04bd454f0877a" class="cl-paper-title" tabindex="" aria-describedby="">Is Normalization Indispensable for Multi-domain Federated Learning?</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1900312976" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiming-Zhuang/1900312976"><span class=""><span>Weiming Zhuang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2287820224" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lingjuan-Lyu/2287820224"><span class=""><span>Lingjuan Lyu</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-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</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 research addresses a crucial yet frequently overlooked problem known as multi-domain FL, where clients’ data originate from diverse domains with distinct feature distributions, as opposed to label distributions, and eliminates all normalizations in FL and reparameterizes convolution layers with scaled weight 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data-heap-paper-id="e149e3b7cdda164b937a088b46a64a409aef1fac" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Dropout-vs.-batch-normalization%3A-an-empirical-study-Garbin-Zhu/e149e3b7cdda164b937a088b46a64a409aef1fac"><h3 id="paper-e149e3b7cdda164b937a088b46a64a409aef1fac" class="cl-paper-title" tabindex="" aria-describedby="">Dropout vs. batch normalization: an empirical study of their impact to deep learning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1490534977" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Christian-Garbin/1490534977"><span class=""><span>Christian Garbin</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1694121" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate 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