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174 Results
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Poster
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Wed 9:00 |
Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework Henger Li · Xiaolin Sun · Zizhan Zheng |
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Poster
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Tue 9:00 |
SAGDA: Achieving O(ϵ−2) Communication Complexity in Federated Min-Max Learning Haibo Yang · Zhuqing Liu · Xin Zhang · Jia Liu |
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Poster
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Tue 9:00 |
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression Zhize Li · Haoyu Zhao · Boyue Li · Yuejie Chi |
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Poster
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Thu 9:00 |
On Privacy and Personalization in Cross-Silo Federated Learning Ken Liu · Shengyuan Hu · Steven Wu · Virginia Smith |
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Poster
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Wed 14:00 |
A Unified Analysis of Federated Learning with Arbitrary Client Participation Shiqiang Wang · Mingyue Ji |
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Workshop
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pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI Onat Dalmaz · Muhammad U Mirza · Gökberk Elmas · Muzaffer Özbey · Salman Ul Hassan Dar · Emir Ceyani · Salman Avestimehr · Tolga Cukur |
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Poster
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Thu 9:00 |
Fairness in Federated Learning via Core-Stability Bhaskar Ray Chaudhury · Linyi Li · Mintong Kang · Bo Li · Ruta Mehta |
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Workshop
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Differentially Private Federated Learning with Normalized Updates Rudrajit Das · Abolfazl Hashemi · Sujay Sanghavi · Inderjit Dhillon |
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Workshop
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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Chen Dun · Mirian Hipolito Garcia · Dimitrios Dimitriadis · Christopher Jermaine · Anastasios Kyrillidis |
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Workshop
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"You Can't Fix What You Can't Measure": Privately Measuring Demographic Performance Disparities in Federated Learning Marc Juarez · Aleksandra Korolova |
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Workshop
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pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI Onat Dalmaz · Muhammad U Mirza · Gökberk Elmas · Muzaffer Özbey · Salman Ul Hassan Dar · Emir Ceyani · Salman Avestimehr · Tolga Cukur |
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Workshop
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Towards Provably Personalized Federated Learning via Threshold-Clustering of Similar Clients Mariel A Werner · Lie He · Sai Praneeth Karimireddy · Michael Jordan · Martin Jaggi |