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139 Results
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Spotlight
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Wed 14:30 |
Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin · Jiaxiang Ren · Yang Zhou · Lingjuan Lyu · Ji Liu · Dejing Dou |
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Spotlight
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Thu 12:50 |
Secure Distributed Training at Scale Eduard Gorbunov · Alexander Borzunov · Michael Diskin · Max Ryabinin |
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Poster
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Thu 15:00 |
Federated Learning with Label Distribution Skew via Logits Calibration Jie Zhang · Zhiqi Li · Bo Li · Jianghe Xu · Shuang Wu · Shouhong Ding · Chao Wu |
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Poster
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Thu 15:00 |
Multi-Level Branched Regularization for Federated Learning Jinkyu Kim · Geeho Kim · Bohyung Han |
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Spotlight
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Thu 13:50 |
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology Yan Huang · Ying Sun · Zehan Zhu · Changzhi Yan · Jinming Xu |
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Spotlight
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Tue 11:35 |
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization Jaehong Yoon · Geon Park · Wonyong Jeong · Sung Ju Hwang |
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Poster
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Thu 15:00 |
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology Yan Huang · Ying Sun · Zehan Zhu · Changzhi Yan · Jinming Xu |
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Poster
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Wed 15:30 |
Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin · Jiaxiang Ren · Yang Zhou · Lingjuan Lyu · Ji Liu · Dejing Dou |
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Poster
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Thu 15:00 |
ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Hui-Po Wang · Sebastian Stich · Yang He · Mario Fritz |
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Poster
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Wed 15:30 |
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers Rui Liu · Young Jin Kim · Alexandre Muzio · Hany Hassan |
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Spotlight
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Wed 14:45 |
Personalized Federated Learning through Local Memorization Othmane Marfoq · Giovanni Neglia · Richard Vidal · Laetitia Kameni |
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Poster
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Thu 15:00 |
Secure Distributed Training at Scale Eduard Gorbunov · Alexander Borzunov · Michael Diskin · Max Ryabinin |