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Workshop
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Coordinated Attacks Against Federated Learning: A Multi-Agent Reinforcement Learning Approach
Wen Shen
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Workshop
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Fri 9:36
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Contributed Talk #1: Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li · Ahmad Beirami · Virginia Smith
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Workshop
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Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li
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Workshop
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Towards Causal Federated Learning - For enhanced robustness and privacy
Sreya Francis
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Workshop
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Fri 9:06
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Q&A for Biased Client Selection for Improved Convergence of Federated Learning
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Poster
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Mon 17:00
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Federated Learning Based on Dynamic Regularization
Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama
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Oral
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Mon 11:00
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Federated Learning Based on Dynamic Regularization
Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama
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Workshop
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A Graphical Model Perspective on Federated Learning
Christos Louizos · Matthias Reisser · Joseph Soriaga · Max Welling
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Workshop
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Federated Learning's Blessing: FedAvg has Linear Speedup
Zhaonan Qu · Kaixiang Lin · Zhaojian Li · Jiayu Zhou · Zhengyuan Zhou
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Workshop
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Prior-Free Auctions for the Demand Side of Federated Learning
Andreas Haupt · Vaikkunth Mugunthan
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Workshop
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Meta Federated Learning
Omid Aramoon · Gang Qu · Pin-Yu Chen · Yuan Tian
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Workshop
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FedPandemic: A Cross-Device Federated Learning Approach Towards Elementary Prognosis of Diseases During a Pandemic
Aman Priyanshu · Rakshit Naidu
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