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82 Results
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Poster
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Wed 17:00 |
FedDisco: Federated Learning with Discrepancy-Aware Collaboration Rui Ye · Mingkai Xu · Jianyu Wang · Chenxin Xu · Siheng Chen · Yan-Feng Wang |
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Workshop
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Federated Learning with Regularized Client Participation Grigory Malinovsky · Samuel Horváth · Konstantin Burlachenko · Peter Richtarik |
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Workshop
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Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning Kostadin Garov · Dimitar I. Dimitrov · Nikola Jovanović · Martin Vechev |
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Workshop
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Green Federated Learning Ashkan Yousefpour · Shen Guo · Ashish Shenoy · Sayan Ghosh · Pierre Stock · Kiwan Maeng · Schalk-Willem Krüger · Michael Rabbat · Carole-Jean Wu · Ilya Mironov |
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Workshop
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On the Still Unreasonable Effectiveness of Federated Averaging for Heterogeneous Distributed Learning Kumar Kshitij Patel · Margalit Glasgow · Lingxiao Wang · Nirmit Joshi · Nati Srebro |
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Poster
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Thu 13:30 |
Towards Unbiased Training in Federated Open-world Semi-supervised Learning Jie ZHANG · Xiaosong Ma · Song Guo · Wenchao Xu |
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Poster
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Wed 17:00 |
Personalized Federated Learning with Inferred Collaboration Graphs Rui Ye · Zhenyang Ni · Fangzhao Wu · Siheng Chen · Yan-Feng Wang |
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Poster
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Tue 14:00 |
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization Hao Zhang · Chenglin Li · Wenrui Dai · Junni Zou · Hongkai Xiong |
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Poster
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Tue 17:00 |
Flash: Concept Drift Adaptation in Federated Learning Kunjal Panchal · Sunav Choudhary · Subrata Mitra · Koyel Mukherjee · Somdeb Sarkhel · Saayan Mitra · Hui Guan |
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Poster
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Thu 13:30 |
Special Properties of Gradient Descent with Large Learning Rates Amirkeivan Mohtashami · Martin Jaggi · Sebastian Stich |
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Workshop
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Randomized Quantization is All You Need for Differential Privacy in Federated Learning Yeojoon Youn · Zihao Hu · Juba Ziani · Jacob Abernethy |
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Poster
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Wed 17:00 |
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction Jianyi Zhang · Ang Li · Minxue Tang · Jingwei Sun · Xiang Chen · Fan Zhang · Changyou Chen · Yiran Chen · Hai Li |