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<!DOCTYPE html> <html lang="en">  <head> <title>[PDF] FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization | Semantic Scholar</title> <meta name="robots" content="noarchive"> <link rel="canonical" href="https://www.semanticscholar.org/paper/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="3468db7490d8364898247167cf3fad69807a1f93"> <meta name="description" content="This paper proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting. Hyperparameter optimization (HPO) is crucial for machine learning algorithms to achieve satisfactory performance, whose progress has been boosted by related benchmarks. Nonetheless, existing efforts in benchmarking all focus on HPO for traditional centralized learning while ignoring federated learning (FL), a promising paradigm for collaboratively learning models from dispersed data. In this paper, we first identify some uniqueness of HPO for FL algorithms from various aspects. Due to this uniqueness, existing HPO benchmarks no longer satisfy the need to compare HPO methods in the FL setting. To facilitate the research of HPO in the FL setting, we propose and implement a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions. We also conduct extensive experiments based on FedHPO-B to benchmark a few HPO methods. We open-source FedHPO-B at https://github.com/alibaba/FederatedScope/tree/master/benchmark/FedHPOB."> <meta name="twitter:description" content="This paper proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting. Hyperparameter optimization (HPO) is crucial for machine learning algorithms to achieve satisfactory performance, whose progress has been boosted by related benchmarks. Nonetheless, existing efforts in benchmarking all focus on HPO for traditional centralized learning while ignoring federated learning (FL), a promising paradigm for collaboratively learning models from dispersed data. In this paper, we first identify some uniqueness of HPO for FL algorithms from various aspects. Due to this uniqueness, existing HPO benchmarks no longer satisfy the need to compare HPO methods in the FL setting. To facilitate the research of HPO in the FL setting, we propose and implement a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions. We also conduct extensive experiments based on FedHPO-B to benchmark a few HPO methods. We open-source FedHPO-B at https://github.com/alibaba/FederatedScope/tree/master/benchmark/FedHPOB."> <meta property="og:description" content="This paper proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting. Hyperparameter optimization (HPO) is crucial for machine learning algorithms to achieve satisfactory performance, whose progress has been boosted by related benchmarks. Nonetheless, existing efforts in benchmarking all focus on HPO for traditional centralized learning while ignoring federated learning (FL), a promising paradigm for collaboratively learning models from dispersed data. In this paper, we first identify some uniqueness of HPO for FL algorithms from various aspects. Due to this uniqueness, existing HPO benchmarks no longer satisfy the need to compare HPO methods in the FL setting. To facilitate the research of HPO in the FL setting, we propose and implement a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions. We also conduct extensive experiments based on FedHPO-B to benchmark a few HPO methods. We open-source FedHPO-B at https://github.com/alibaba/FederatedScope/tree/master/benchmark/FedHPOB."> <meta name="citation_author" content="Zhen Wang"> <meta name="citation_author" content="Weirui Kuang"> <meta name="citation_author" content="Ce Zhang"> <meta name="citation_author" content="Bolin Ding"> <meta name="citation_author" content="Yaliang Li"> <meta name="citation_title" content="FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization"> <meta name="citation_publication_date" content="2022"> <meta name="citation_journal_title" content="arXiv.org"> <meta name="citation_pdf_url" content="https://arxiv.org/pdf/2206.03966.pdf"> <meta property="og:title" content="[PDF] FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization | Semantic Scholar"> <meta name="twitter:title" content="[PDF] FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization | Semantic Scholar"> <meta property="og:image" 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Hyperparameter optimization (HPO) is crucial for machine learning algorithms to achieve satisfactory performance, whose progress has been boosted by related benchmarks. Nonetheless, existing efforts in benchmarking all focus on HPO for traditional centralized learning while ignoring federated learning (FL), a promising paradigm for collaboratively learning models from dispersed data. In this paper, we first identify some uniqueness of HPO for FL algorithms from various aspects. Due to this uniqueness, existing HPO benchmarks no longer satisfy the need to compare HPO methods in the FL setting. To facilitate the research of HPO in the FL setting, we propose and implement a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions. We also conduct extensive experiments based on FedHPO-B to benchmark a few HPO methods. We open-source FedHPO-B at https://github.com/alibaba/FederatedScope/tree/master/benchmark/FedHPOB.","author":[{"@type":"Person","name":"Zhen Wang","mainEntityOfPage":"/author/Zhen-Wang/2118453148"},{"@type":"Person","name":"Weirui Kuang","mainEntityOfPage":"/author/Weirui-Kuang/2162042348"},{"@type":"Person","name":"Ce Zhang","mainEntityOfPage":"/author/Ce-Zhang/1776014"},{"@type":"Person","name":"Bolin Ding","mainEntityOfPage":"/author/Bolin-Ding/1696332"},{"@type":"Person","name":"Yaliang Li","mainEntityOfPage":"/author/Yaliang-Li/2110479359"}],"copyrightYear":"2022","datePublished":"8 June 2022","headline":"FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization","mainEntity":"https://arxiv.org/pdf/2206.03966.pdf","mainEntityOfPage":"/paper/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a","name":"FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2206.03966","image":[{"@type":"ImageObject","caption":"Figure 1: Overview of FEDHPO-B.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Figure1-1.png","height":232,"width":412},{"@type":"ImageObject","caption":"Table 1: Summary of benchmarks in current FEDHPO-B: #Cont. and #Disc. denote the number of hyperparameter dimensions corresponding to continuous and discrete candidate choices, respectively.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Table1-1.png","height":111,"width":544},{"@type":"ImageObject","caption":"Figure 2: Empirical Cumulative Distribution Functions: The normalized regret is calculated for all evaluated configurations of the respective model on the respective FL task with FedAvg.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/5-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/5-Figure2-1.png","height":116,"width":550},{"@type":"ImageObject","caption":"Figure 3: A general algorithmic view for FedHPO methods: They are allowed to concurrently explore different client-side configurations in the same round of FL, but the clients are heterogeneous, i.e., corresponding to different functions fi(·). Operators in brackets are optional.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/6-Figure3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/6-Figure3-1.png","height":97,"width":499},{"@type":"ImageObject","caption":"Table 3: P-value of a sign test for the hypothesis—MF methods surpass corresponding BBO methods.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Table3-1.png","height":193,"width":514},{"@type":"ImageObject","caption":"Figure 4: Mean rank over time on all FedHPO problems (with FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Figure4-1.png","height":222,"width":524},{"@type":"ImageObject","caption":"Figure 5: Mean validation loss over time. Left: FedAvg. Right: FedOPT.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure5-1.png","height":123,"width":294},{"@type":"ImageObject","caption":"Figure 6: Performances of different sample_rate under different system conditions.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure6-1.png","height":142,"width":377},{"@type":"ImageObject","caption":"Table 6: Overview of the optimizers from widely adopted libraries.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/13-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/13-Table6-1.png","height":197,"width":337},{"@type":"ImageObject","caption":"Table 7: Statistics of the datasets used in current FEDHPO-B.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/15-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/15-Table7-1.png","height":259,"width":446},{"@type":"ImageObject","caption":"Figure 7: Mean rank over time on all FedHPO problems (with FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/18-Figure7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/18-Figure7-1.png","height":246,"width":537},{"@type":"ImageObject","caption":"Table 8: The search space of our benchmarks, where continuous search spaces are discretized into several bins under the tabular mode.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/17-Table8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/17-Table8-1.png","height":712,"width":509},{"@type":"ImageObject","caption":"Figure 8: Mean rank over time on CNN benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Figure8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Figure8-1.png","height":184,"width":424},{"@type":"ImageObject","caption":"Table 9: Final results of the optimizers on tabular mode with FedAvg (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table9-1.png","height":302,"width":550},{"@type":"ImageObject","caption":"Figure 9: Mean rank over time on BERT benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure9-1.png","height":424,"width":424},{"@type":"ImageObject","caption":"Table 10: Final results of the optimizers on tabular mode with FedOPT (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table10-1.png","height":293,"width":551},{"@type":"ImageObject","caption":"Figure 10: Mean rank over time on BERT benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure10-1.png","height":433,"width":424},{"@type":"ImageObject","caption":"Figure 11: Mean rank over time on GNN benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Figure11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Figure11-1.png","height":557,"width":424},{"@type":"ImageObject","caption":"Table 11: Final results of the optimizers in surrogate mode (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Table11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Table11-1.png","height":80,"width":550},{"@type":"ImageObject","caption":"Figure 12: Mean rank over time on GNN benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/22-Figure12-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/22-Figure12-1.png","height":556,"width":424},{"@type":"ImageObject","caption":"Figure 13: Mean rank over time on LR benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/23-Figure13-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/23-Figure13-1.png","height":926,"width":423},{"@type":"ImageObject","caption":"Figure 14: Mean rank over time on LR benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/24-Figure14-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/24-Figure14-1.png","height":926,"width":422},{"@type":"ImageObject","caption":"Figure 15: Mean rank over time on MLP benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/25-Figure15-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/25-Figure15-1.png","height":927,"width":422},{"@type":"ImageObject","caption":"Figure 16: Mean rank over time on MLP benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/26-Figure16-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/26-Figure16-1.png","height":922,"width":422},{"@type":"ImageObject","caption":"Figure 17: Mean rank over time on CNN benchmark under surrogate mode (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure17-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure17-1.png","height":184,"width":430},{"@type":"ImageObject","caption":"Figure 18: Mean rank over time on BERT benchmark under surrogate mode (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure18-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure18-1.png","height":431,"width":435}]},{"@type":"ScholarlyArticle","about":"This paper proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting.","abstract":"This paper proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting. Hyperparameter optimization (HPO) is crucial for machine learning algorithms to achieve satisfactory performance, whose progress has been boosted by related benchmarks. Nonetheless, existing efforts in benchmarking all focus on HPO for traditional centralized learning while ignoring federated learning (FL), a promising paradigm for collaboratively learning models from dispersed data. In this paper, we first identify some uniqueness of HPO for FL algorithms from various aspects. Due to this uniqueness, existing HPO benchmarks no longer satisfy the need to compare HPO methods in the FL setting. To facilitate the research of HPO in the FL setting, we propose and implement a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions. We also conduct extensive experiments based on FedHPO-B to benchmark a few HPO methods. We open-source FedHPO-B at https://github.com/alibaba/FederatedScope/tree/master/benchmark/FedHPOB.","author":[{"@type":"Person","name":"Zhen Wang","mainEntityOfPage":"/author/Zhen-Wang/2118453148"},{"@type":"Person","name":"Weirui Kuang","mainEntityOfPage":"/author/Weirui-Kuang/2162042348"},{"@type":"Person","name":"Ce Zhang","mainEntityOfPage":"/author/Ce-Zhang/1776014"},{"@type":"Person","name":"Bolin Ding","mainEntityOfPage":"/author/Bolin-Ding/1696332"},{"@type":"Person","name":"Yaliang Li","mainEntityOfPage":"/author/Yaliang-Li/2110479359"}],"copyrightYear":"2022","datePublished":"8 June 2022","headline":"FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization","mainEntity":"https://arxiv.org/pdf/2206.03966.pdf","mainEntityOfPage":"/paper/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a","name":"FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2206.03966","image":[{"@type":"ImageObject","caption":"Figure 1: Overview of FEDHPO-B.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Figure1-1.png","height":232,"width":412},{"@type":"ImageObject","caption":"Table 1: Summary of benchmarks in current FEDHPO-B: #Cont. and #Disc. denote the number of hyperparameter dimensions corresponding to continuous and discrete candidate choices, respectively.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Table1-1.png","height":111,"width":544},{"@type":"ImageObject","caption":"Figure 2: Empirical Cumulative Distribution Functions: The normalized regret is calculated for all evaluated configurations of the respective model on the respective FL task with FedAvg.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/5-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/5-Figure2-1.png","height":116,"width":550},{"@type":"ImageObject","caption":"Figure 3: A general algorithmic view for FedHPO methods: They are allowed to concurrently explore different client-side configurations in the same round of FL, but the clients are heterogeneous, i.e., corresponding to different functions fi(·). Operators in brackets are optional.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/6-Figure3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/6-Figure3-1.png","height":97,"width":499},{"@type":"ImageObject","caption":"Table 3: P-value of a sign test for the hypothesis—MF methods surpass corresponding BBO methods.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Table3-1.png","height":193,"width":514},{"@type":"ImageObject","caption":"Figure 4: Mean rank over time on all FedHPO problems (with FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Figure4-1.png","height":222,"width":524},{"@type":"ImageObject","caption":"Figure 5: Mean validation loss over time. Left: FedAvg. Right: FedOPT.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure5-1.png","height":123,"width":294},{"@type":"ImageObject","caption":"Figure 6: Performances of different sample_rate under different system conditions.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/9-Figure6-1.png","height":142,"width":377},{"@type":"ImageObject","caption":"Table 6: Overview of the optimizers from widely adopted libraries.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/13-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/13-Table6-1.png","height":197,"width":337},{"@type":"ImageObject","caption":"Table 7: Statistics of the datasets used in current FEDHPO-B.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/15-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/15-Table7-1.png","height":259,"width":446},{"@type":"ImageObject","caption":"Figure 7: Mean rank over time on all FedHPO problems (with FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/18-Figure7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/18-Figure7-1.png","height":246,"width":537},{"@type":"ImageObject","caption":"Table 8: The search space of our benchmarks, where continuous search spaces are discretized into several bins under the tabular mode.","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/17-Table8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/17-Table8-1.png","height":712,"width":509},{"@type":"ImageObject","caption":"Figure 8: Mean rank over time on CNN benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Figure8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Figure8-1.png","height":184,"width":424},{"@type":"ImageObject","caption":"Table 9: Final results of the optimizers on tabular mode with FedAvg (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table9-1.png","height":302,"width":550},{"@type":"ImageObject","caption":"Figure 9: Mean rank over time on BERT benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure9-1.png","height":424,"width":424},{"@type":"ImageObject","caption":"Table 10: Final results of the optimizers on tabular mode with FedOPT (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table10-1.png","height":293,"width":551},{"@type":"ImageObject","caption":"Figure 10: Mean rank over time on BERT benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure10-1.png","height":433,"width":424},{"@type":"ImageObject","caption":"Figure 11: Mean rank over time on GNN benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Figure11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Figure11-1.png","height":557,"width":424},{"@type":"ImageObject","caption":"Table 11: Final results of the optimizers in surrogate mode (lower is better).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Table11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Table11-1.png","height":80,"width":550},{"@type":"ImageObject","caption":"Figure 12: Mean rank over time on GNN benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/22-Figure12-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/22-Figure12-1.png","height":556,"width":424},{"@type":"ImageObject","caption":"Figure 13: Mean rank over time on LR benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/23-Figure13-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/23-Figure13-1.png","height":926,"width":423},{"@type":"ImageObject","caption":"Figure 14: Mean rank over time on LR benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/24-Figure14-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/24-Figure14-1.png","height":926,"width":422},{"@type":"ImageObject","caption":"Figure 15: Mean rank over time on MLP benchmark (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/25-Figure15-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/25-Figure15-1.png","height":927,"width":422},{"@type":"ImageObject","caption":"Figure 16: Mean rank over time on MLP benchmark (FedOPT).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/26-Figure16-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/26-Figure16-1.png","height":922,"width":422},{"@type":"ImageObject","caption":"Figure 17: Mean rank over time on CNN benchmark under surrogate mode (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure17-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure17-1.png","height":184,"width":430},{"@type":"ImageObject","caption":"Figure 18: Mean rank over time on BERT benchmark under surrogate mode (FedAvg).","contentUrl":"https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure18-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure18-1.png","height":431,"width":435}]}]]}</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" 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tabindex="-1"></iframe></div></header><div class="network-status network-status--is-online"></div></div></div><div class="app-page__content"><div class="fresh-paper-detail-page paper-detail-cards" role="main" id="main-content" data-heap-id="new_ab_framework_mock_ab" data-heap-group="control"><div class="fresh-paper-detail-page__above-the-fold"><div class="centered-max-width-content"><div class="flex-container flex-row flex-column-med flex-relative-pos fresh-paper-detail-page__top-container"><div class="flex-item flex-item--width-66 flex-item__left-column"><div class="fresh-paper-detail-page__header" data-test-id="paper-detail-page-header"><ul class="paper-meta paper-detail__paper-meta-top" data-test-id="paper-meta-subhead"><li data-test-id="paper-doi"><section class="doi"><span class="doi__label">DOI:</span><a class="doi__link" href="https://doi.org/10.48550/arXiv.2206.03966">10.48550/arXiv.2206.03966</a></section></li><li data-test-id="corpus-id">Corpus ID: 249461980</li></ul><h1 data-test-id="paper-detail-title">FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization</h1><pre class="bibtex-citation" data-nosnippet="true">@article{Wang2022FedHPOBAB, title={FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization}, author={Zhen Wang and Weirui Kuang and Ce Zhang and Bolin Ding and Yaliang Li}, journal={ArXiv}, year={2022}, volume={abs/2206.03966}, url={https://api.semanticscholar.org/CorpusID:249461980} }</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="2118453148" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/Zhen-Wang/2118453148"><span class=""><span>Zhen Wang</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2162042348" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Weirui-Kuang/2162042348"><span class=""><span>Weirui Kuang</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2110479359" data-test-id="author-list"><span aria-hidden="true">, </span><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 2 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 more-authors-label"><span class="cl-button__label">+2 authors</span></button> </span><a class="author-list__link author-list__author-name" href="/author/Yaliang-Li/2110479359"><span class=""><span>Yaliang Li</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>8 June 2022</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 proposes and implements a benchmark suite FedHPO-B that incorporates comprehensive FL tasks, enables efficient function evaluations, and eases continuing extensions to facilitate the research of HPO in the FL setting.</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 flex-paper-actions__group"><div class="flex-item alternate-sources"><div class="flex-container flex-paper-actions__item-container reader__container"><a class="link-button--no-underline" 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href="/paper/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/0"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/4-Figure1-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/4-Figure1-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Figure1-1.png" alt="figure 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 1</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/1"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/4-Table1-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/4-Table1-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/4-Table1-1.png" alt="table 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 1</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/2"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/5-Figure2-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/5-Figure2-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/5-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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/3"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/6-Figure3-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/6-Figure3-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/6-Figure3-1.png" alt="figure 3" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 3</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/4"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/8-Table3-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/8-Table3-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/8-Table3-1.png" alt="table 3" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 3</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/5"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/8-Figure4-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/8-Figure4-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/6"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/9-Figure5-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/9-Figure5-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/7"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/9-Figure6-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/9-Figure6-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/8"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/13-Table6-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/13-Table6-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/13-Table6-1.png" alt="table 6" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/9"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/15-Table7-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/15-Table7-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/15-Table7-1.png" alt="table 7" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 7</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/10"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/18-Figure7-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/18-Figure7-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/18-Figure7-1.png" alt="figure 7" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 7</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/11"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/17-Table8-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/17-Table8-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/17-Table8-1.png" alt="table 8" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 8</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/12"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/19-Figure8-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/19-Figure8-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Figure8-1.png" alt="figure 8" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 8</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/13"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/19-Table9-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/19-Table9-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table9-1.png" alt="table 9" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 9</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/14"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/20-Figure9-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/20-Figure9-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure9-1.png" alt="figure 9" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 9</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/15"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/19-Table10-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/19-Table10-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/19-Table10-1.png" alt="table 10" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 10</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/16"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/20-Figure10-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/20-Figure10-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/20-Figure10-1.png" alt="figure 10" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 10</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/17"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/21-Figure11-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/21-Figure11-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Figure11-1.png" alt="figure 11" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 11</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/18"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/21-Table11-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/21-Table11-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/21-Table11-1.png" alt="table 11" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 11</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/19"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/22-Figure12-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/22-Figure12-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/22-Figure12-1.png" alt="figure 12" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 12</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/20"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/23-Figure13-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/23-Figure13-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/23-Figure13-1.png" alt="figure 13" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 13</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/21"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/24-Figure14-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/24-Figure14-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/24-Figure14-1.png" alt="figure 14" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 14</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/22"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/25-Figure15-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/25-Figure15-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/25-Figure15-1.png" alt="figure 15" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 15</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/23"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/26-Figure16-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/26-Figure16-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/26-Figure16-1.png" alt="figure 16" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 16</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/24"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/27-Figure17-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/27-Figure17-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure17-1.png" alt="figure 17" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 17</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/FedHPO-B%3A-A-Benchmark-Suite-for-Federated-Wang-Kuang/bcf0721372488ab2c8e5fed52969ff1603d8d59a/figure/25"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/250px/27-Figure18-1.png 1x,https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/500px/27-Figure18-1.png 2x" src="https://figures.semanticscholar.org/bcf0721372488ab2c8e5fed52969ff1603d8d59a/27-Figure18-1.png" alt="figure 18" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption 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href="/paper/HPN%3A-Personalized-Federated-Hyperparameter-Cheng-Wang/4164f404f596b2914835ad6ab289af6a1dd2bdca"><h3 id="paper-4164f404f596b2914835ad6ab289af6a1dd2bdca" class="cl-paper-title" tabindex="" aria-describedby="">HPN: Personalized Federated Hyperparameter Optimization</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="5987050" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Anda-Cheng/5987050"><span class=""><span>Anda Cheng</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2118453148" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhen-Wang/2118453148"><span class=""><span>Zhen Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2110479359" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yaliang-Li/2110479359"><span class=""><span>Yaliang Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2107266335" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jianwei-Cheng/2107266335"><span class=""><span>Jianwei Cheng</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 work pinpoints two challenges of personalized federated hyperparameter optimization (pFedHPO): handling the exponentially increased search space and characterizing each client without compromising its data privacy.</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 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id="paper-9308a5afdab9093d32c078deac2a40b2797a253d" class="cl-paper-title" tabindex="" aria-describedby="">Federated Hypergradient Descent</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2063962467" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/A.-K.-Kan/2063962467"><span class=""><span>A. K. Kan</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>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 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 FATHOM (Federated AuTomatic Hyperparameter OptiMization), a one-shot online procedure that solves the bottleneck of costly communication and limited local computation, by eliminating a potentially wasteful tuning process, and by optimizing the hyperparamters adaptively throughout the training procedure without trial-and-error.</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 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data-heap-author-id="2109068123" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Huan-Zhang/2109068123"><span class=""><span>Huan Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2189547052" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lei-Fu/2189547052"><span class=""><span>Lei Fu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2146074198" 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/Xin-Liu/2146074198"><span class=""><span>Xin Liu</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%20Internet%20of%20Things%20Journal">IEEE Internet of Things Journal</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>FedTune is proposed, an automatic FL hyperparameter tuning algorithm tailored to applications’ diverse system requirements in FL training that is lightweight and effective and can be easily integrated into existing FL systems.</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 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id="paper-61a9d8404285ff196229f37d8221fe01260c275c" class="cl-paper-title" tabindex="" aria-describedby="">FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2255392616" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ziyao-Wang/2255392616"><span class=""><span>Ziyao Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2254333077" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jianyu-Wang/2254333077"><span class=""><span>Jianyu Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2258555606" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ang-Li/2258555606"><span class=""><span>Ang Li</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>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>FedHyper serves as a universal learning rate scheduler that can adapt both global and local rates as the training progresses, and catalyzes a remarkable surge in accuracy, augmenting it by up to 15% compared to FedAvg under suboptimal initial learning rate 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="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="2 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/61a9d8404285ff196229f37d8221fe01260c275c#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>2</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/61a9d8404285ff196229f37d8221fe01260c275c"><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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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="6551b1a30ffca01f06011a41db484ac655383f88"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="6551b1a30ffca01f06011a41db484ac655383f88" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Federated-Hyperparameter-Optimisation-with-Flower-Parra-Ullauri-Zhang/6551b1a30ffca01f06011a41db484ac655383f88"><h3 id="paper-6551b1a30ffca01f06011a41db484ac655383f88" class="cl-paper-title" tabindex="" aria-describedby="">Federated Hyperparameter Optimisation with Flower and Optuna</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2166238827" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Parra-Ullauri/2166238827"><span class=""><span>J. Parra-Ullauri</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1994440854" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xunzheng-Zhang/1994440854"><span class=""><span>Xunzheng Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3418023" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/A.-Bravalheri/3418023"><span class=""><span>A. Bravalheri</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2322265" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Nejabati/2322265"><span class=""><span>R. Nejabati</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3259233" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/D.-Simeonidou/3259233"><span class=""><span>D. Simeonidou</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=SAC">SAC</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>An implementation based on integrating the FL framework Flower, and the prime optimisation software Optuna for automated and efficient hyperparameter optimisation (HPO) in FL is proposed, making it possible to tune hyperparameters in both clients and server online, aiming to find the optimal values at runtime.</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="2 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/6551b1a30ffca01f06011a41db484ac655383f88#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><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>2</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/6551b1a30ffca01f06011a41db484ac655383f88"><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></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="6551b1a30ffca01f06011a41db484ac655383f88" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" 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="73d5f34e826440b956db1b071a43ad583e489cf8"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="73d5f34e826440b956db1b071a43ad583e489cf8" data-heap-citation-type="citingPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Single-shot-General-Hyper-parameter-Optimization-Zhou-Ram/73d5f34e826440b956db1b071a43ad583e489cf8"><h3 id="paper-73d5f34e826440b956db1b071a43ad583e489cf8" class="cl-paper-title" tabindex="" aria-describedby="">Single-shot General Hyper-parameter Optimization 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="2118764703" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yi-Zhou/2118764703"><span class=""><span>Yi Zhou</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2944292" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Parikshit-Ram/2944292"><span class=""><span>Parikshit Ram</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2522394" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Theodoros-Salonidis/2522394"><span class=""><span>Theodoros Salonidis</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2478882" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nathalie-Baracaldo/2478882"><span class=""><span>Nathalie Baracaldo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1756353" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Horst-Samulowitz/1756353"><span class=""><span>Horst Samulowitz</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144854947" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Heiko-Ludwig/144854947"><span class=""><span>Heiko Ludwig</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=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>FLoRA is introduced, a general FL-HPO solution framework that can address use cases of tabular data and any Machine Learning model including gradient boosting training algorithms, SVMs, neural networks, among others and thereby further expands the scope of FL-HPO.</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 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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="6a52182f4e103870290a13baf476d90e5ee9322a"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="6a52182f4e103870290a13baf476d90e5ee9322a" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/On-Noisy-Evaluation-in-Federated-Hyperparameter-Kuo-Thaker/6a52182f4e103870290a13baf476d90e5ee9322a"><h3 id="paper-6a52182f4e103870290a13baf476d90e5ee9322a" class="cl-paper-title" tabindex="" aria-describedby="">On Noisy Evaluation in Federated Hyperparameter Tuning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2060761330" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Kevin-Kuo/2060761330"><span class=""><span>Kevin Kuo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="15810130" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pratiksha-Thaker/15810130"><span class=""><span>Pratiksha Thaker</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145260024" 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/Virginia-Smith/145260024"><span class=""><span>Virginia Smith</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=MLSys">MLSys</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 identifies and rigorously explores key sources of noise, including client subsampling, data and systems heterogeneity, and data privacy, and proposes a simple and effective approach that leverages public proxy data to boost the evaluation signal.</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="5 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/6a52182f4e103870290a13baf476d90e5ee9322a#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg 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class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="6a52182f4e103870290a13baf476d90e5ee9322a" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" 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 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citation-list__paper-row" data-paper-id="2a1245fcc0771940dcb4a2cd5a9ff7d202fe6705"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="2a1245fcc0771940dcb4a2cd5a9ff7d202fe6705" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Congruent-Learning-for-Self-Regulated-Federated-in-Taghia-Moradi/2a1245fcc0771940dcb4a2cd5a9ff7d202fe6705"><h3 id="paper-2a1245fcc0771940dcb4a2cd5a9ff7d202fe6705" class="cl-paper-title" tabindex="" aria-describedby="">Congruent Learning for Self-Regulated Federated Learning in 6G</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1754665" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jalil-Taghia/1754665"><span class=""><span>Jalil Taghia</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="35125438" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Farnaz-Moradi/35125438"><span class=""><span>Farnaz Moradi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2273699646" 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/Andreas-Johnsson/2273699646"><span class=""><span>Andreas Johnsson</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%20Machine%20Learning%20in%20Communications%20and%20Networking">IEEE Transactions on Machine Learning in…</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>Across four networking use cases on several tasks, reflecting different profiles of data heterogeneity and limited availability of data, it is shown that CFL greatly reduces overfitting and in nearly all cases improves the performance—a relative gain of about 21% averaged across all use cases.</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 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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="3b56b5410e65f68a81cbeb03d134c36e37abeb5b"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="3b56b5410e65f68a81cbeb03d134c36e37abeb5b" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/FederatedScope%3A-A-Flexible-Federated-Learning-for-Xie-Wang/3b56b5410e65f68a81cbeb03d134c36e37abeb5b"><h3 id="paper-3b56b5410e65f68a81cbeb03d134c36e37abeb5b" class="cl-paper-title" tabindex="" aria-describedby="">FederatedScope: A Flexible Federated Learning Platform for Heterogeneity</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="52133762" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yuexiang-Xie/52133762"><span class=""><span>Yuexiang Xie</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2118452539" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhen-Wang/2118452539"><span class=""><span>Zhen Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1709595" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 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">+6 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jingren-Zhou/1709595"><span class=""><span>Jingren Zhou</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Education</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=Proc.%20VLDB%20Endow.">Proc. VLDB Endow.</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 novel FL platform, named FederatedScope, is proposed, which employs an event-driven architecture to provide users with great flexibility to independently describe the behaviors of different participants, and enables rich types of plug-in operations and components for efficient further development.</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="81 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/3b56b5410e65f68a81cbeb03d134c36e37abeb5b#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="" 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data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="3b56b5410e65f68a81cbeb03d134c36e37abeb5b" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" 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">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="2a2dfd17062d8e11a0e882999ae8cf15b78f2086"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="2a2dfd17062d8e11a0e882999ae8cf15b78f2086" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/A-Practical-Introduction-to-Federated-Learning-Li-Ding/2a2dfd17062d8e11a0e882999ae8cf15b78f2086"><h3 id="paper-2a2dfd17062d8e11a0e882999ae8cf15b78f2086" class="cl-paper-title" tabindex="" aria-describedby="">A Practical Introduction to 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="2110479359" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yaliang-Li/2110479359"><span class=""><span>Yaliang Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1696332" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Bolin-Ding/1696332"><span class=""><span>Bolin Ding</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1709595" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jingren-Zhou/1709595"><span class=""><span>Jingren Zhou</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=KDD">KDD</a></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 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 tutorial starts off with some real-world tasks to illustrate the topic of federated learning, and covers some basic concepts and important scenarios including cross-device and cross-silo settings, and dives into three parallel hot topics, Personalized Federated Learning, Federated Graph Learning, and Attack in Federated learning.</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 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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 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class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2118764703" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yi-Zhou/2118764703"><span class=""><span>Yi Zhou</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2944292" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Parikshit-Ram/2944292"><span class=""><span>Parikshit Ram</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2522394" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Theodoros-Salonidis/2522394"><span class=""><span>Theodoros Salonidis</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2478882" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nathalie-Baracaldo/2478882"><span class=""><span>Nathalie Baracaldo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1756353" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Horst-Samulowitz/1756353"><span class=""><span>Horst Samulowitz</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144854947" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Heiko-Ludwig/144854947"><span class=""><span>Heiko Ludwig</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>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>Federated Loss suRface Aggregation (FLoRA) is introduced, the first FL-HPO solution framework that can address use cases of tabular data and gradient boosting training algorithms in addition to stochastic gradient descent/neural networks commonly addressed in the FL literature.</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="23 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/a7707bcf18a09ea40082cd36721456d961daeb5f#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" 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data-paper-id="f356b19619e2d9ebeb96839f0e87a07071248179"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="f356b19619e2d9ebeb96839f0e87a07071248179" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/FedScale%3A-Benchmarking-Model-and-System-Performance-Lai-Dai/f356b19619e2d9ebeb96839f0e87a07071248179"><h3 id="paper-f356b19619e2d9ebeb96839f0e87a07071248179" class="cl-paper-title" tabindex="" aria-describedby="">FedScale: Benchmarking Model and System Performance of Federated Learning at Scale</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="50140716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Fan-Lai/50140716"><span class=""><span>Fan Lai</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2104448245" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yinwei-Dai/2104448245"><span class=""><span>Yinwei Dai</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2298078243" 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/Mosharaf-Chowdhury/2298078243"><span class=""><span>Mosharaf Chowdhury</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=ICML">ICML</a></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 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>FedScale is presented, a federated learning benchmarking suite with realistic datasets and a scalable runtime to enable reproducible FL research and highlight potential opportunities for heterogeneity-aware co-optimizations in FL.</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="160 Citations" class="cl-paper-stats__item"><a 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data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhongxiang-Dai/3042111"><span class=""><span>Zhongxiang Dai</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145454065" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-H.-Low/145454065"><span class=""><span>K. H. Low</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1805753" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Patrick-Jaillet/1805753"><span class=""><span>Patrick Jaillet</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>2020</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-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="96 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/40e61539e09037765141666f4c3607b7b6b41db8#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>96</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/40e61539e09037765141666f4c3607b7b6b41db8"><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">3 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="a2d4614e8c7f25adedfda7e99f09ef57abe6ceb7"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="a2d4614e8c7f25adedfda7e99f09ef57abe6ceb7" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/HPO-B%3A-A-Large-Scale-Reproducible-Benchmark-for-HPO-Arango-Jomaa/a2d4614e8c7f25adedfda7e99f09ef57abe6ceb7"><h3 id="paper-a2d4614e8c7f25adedfda7e99f09ef57abe6ceb7" class="cl-paper-title" tabindex="" aria-describedby="">HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2111681281" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sebastian-Pineda-Arango/2111681281"><span class=""><span>Sebastian Pineda Arango</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145171756" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/H.-Jomaa/145171756"><span class=""><span>H. Jomaa</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2794970" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Martin-Wistuba/2794970"><span class=""><span>Martin Wistuba</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1782863" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Josif-Grabocka/1782863"><span class=""><span>Josif Grabocka</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">NeurIPS Datasets and Benchmarks</span></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 HPO-B, a new large-scale benchmark in the form of a collection of meta-datasets, and details explicit experimental protocols, splits, and evaluation measures for comparing methods for both non-transfer, as well as, transfer learning HPO.</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="49 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/a2d4614e8c7f25adedfda7e99f09ef57abe6ceb7#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>49</div></a></li><a target="_blank" 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data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/FedTune%3A-Automatic-Tuning-of-Federated-Learning-Zhang-Zhang/0d0ab5d78b5e38c087648c95c6763aaba7c2547f"><h3 id="paper-0d0ab5d78b5e38c087648c95c6763aaba7c2547f" class="cl-paper-title" tabindex="" aria-describedby="">FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2109068123" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Huan-Zhang/2109068123"><span class=""><span>Huan Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2328615151" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Mi-Zhang/2328615151"><span class=""><span>Mi Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2146074198" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xin-Liu/2146074198"><span class=""><span>Xin Liu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144752813" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/P.-Mohapatra/144752813"><span class=""><span>P. Mohapatra</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2131119778" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Michael-DeLucia/2131119778"><span class=""><span>Michael DeLucia</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=MILCOM%20%20-%20%20IEEE%20Military%20Communications%20Conference%20%28MILCOM%29">MILCOM 2022 - 2022 IEEE Military Communications…</a></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 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>FedTune is an automatic hyper-parameter tuning algorithm tailored to applications' diverse system requirements in FL training, which is lightweight and flexible, achieving 8.48%-26.75% improvement for different datasets compared to using fixed FLhyper-parameters.</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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href="/paper/Robust-Federated-Learning-Through-Representation-Mostafa/b62fcd6f4ee4e0245e43e954a3a26dc3d3274e1f"><h3 id="paper-b62fcd6f4ee4e0245e43e954a3a26dc3d3274e1f" class="cl-paper-title" tabindex="" aria-describedby="">Robust Federated Learning Through Representation Matching and Adaptive Hyper-parameters</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="34516897" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/H.-Mostafa/34516897"><span class=""><span>H. Mostafa</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>2019</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 novel representation matching scheme that reduces the divergence of local models by ensuring the feature representations in the global (aggregate) model can be derived from the locally learned representations and an online hyper-parameter tuning scheme which uses an online version of the REINFORCE algorithm to find a hyper- parameter distribution that maximizes the expected improvements in training loss.</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="36 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/b62fcd6f4ee4e0245e43e954a3a26dc3d3274e1f#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>36</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/b62fcd6f4ee4e0245e43e954a3a26dc3d3274e1f"><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="8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/LEAF%3A-A-Benchmark-for-Federated-Settings-Caldas-Wu/8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd"><h3 id="paper-8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd" class="cl-paper-title" tabindex="" aria-describedby="">LEAF: A Benchmark for Federated Settings</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="52138923" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Caldas/52138923"><span class=""><span>S. Caldas</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2111194238" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Peter-Wu/2111194238"><span class=""><span>Peter Wu</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, 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=ArXiv">ArXiv</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>LEAF is proposed, a modular benchmarking framework for learning in federated settings that includes a suite of open-source federated datasets, a rigorous evaluation framework, and a set of reference implementations, all geared towards capturing the obstacles and intricacies of practical federated environments.</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="1,254 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd#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>1,254</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/8dcbcaaf337d7bd22e580f1bb7a795ed4bb604fd"><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-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="52133762" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yuexiang-Xie/52133762"><span class=""><span>Yuexiang Xie</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2118452539" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhen-Wang/2118452539"><span class=""><span>Zhen Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1709595" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 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- 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VLDB Endow.</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 novel FL platform, named FederatedScope, is proposed, which employs an event-driven architecture to provide users with great flexibility to independently describe the behaviors of different participants, and enables rich types of plug-in operations and components for efficient further development.</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="81 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/3b56b5410e65f68a81cbeb03d134c36e37abeb5b#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="" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="c077e8f9ab701270dec08ad8934901474a46ecf1" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/FederatedScope-GNN%3A-Towards-a-Unified%2C-and-Package-Wang-Kuang/c077e8f9ab701270dec08ad8934901474a46ecf1"><h3 id="paper-c077e8f9ab701270dec08ad8934901474a46ecf1" class="cl-paper-title" tabindex="" aria-describedby="">FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2118452539" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhen-Wang/2118452539"><span class=""><span>Zhen Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2162042348" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weirui-Kuang/2162042348"><span class=""><span>Weirui Kuang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1709595" 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/Jingren-Zhou/1709595"><span class=""><span>Jingren Zhou</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=KDD">KDD</a></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 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 presents the implemented package FederatedScope-GNN (FS-G), which provides a unified view for modularizing and expressing FGL algorithms, and employs FS-G to serve the FGL application in real-world E-commerce scenarios, where the attained improvements indicate great potential business benefits.</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="62 Citations" 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