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82 Results
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Workshop
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Guiding The Last Layer in Federated Learning with Pre-Trained Models Gwen Legate · Nicolas Bernier · Lucas Caccia · Edouard Oyallon · Eugene Belilovsky |
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Workshop
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Fed-CPrompt: Contrastive Prompt for Rehearsal-Free Federated Continual Learning GAURAV BAGWE · Xiaoyong Yuan · Miao Pan · Lan Zhang |
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Poster
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Tue 14:00 |
FeDXL: Provable Federated Learning for Deep X-Risk Optimization Zhishuai Guo · Rong Jin · Jiebo Luo · Tianbao Yang |
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Workshop
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Localizing Partial Model for Personalized Federated Learning Heewon Park · Miru Kim · Minhae Kwon |
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Poster
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Tue 17:00 |
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. Tanguy MARCHAND · Regis Loeb · Ulysse Marteau-Ferey · Jean Ogier du Terrail · Arthur Pignet |
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Poster
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Tue 17:00 |
Private Federated Learning with Autotuned Compression Enayat Ullah · Christopher Choquette-Choo · Peter Kairouz · Sewoong Oh |
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Poster
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Wed 17:00 |
Personalized Federated Learning under Mixture of Distributions Yue Wu · Shuaicheng Zhang · Wenchao Yu · Yanchi Liu · Quanquan Gu · Dawei Zhou · Haifeng Chen · Wei Cheng |
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Poster
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Tue 17:00 |
Optimizing the Collaboration Structure in Cross-Silo Federated Learning Wenxuan Bao · Haohan Wang · Jun Wu · Jingrui He |
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Poster
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Wed 14:00 |
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning Timothy Castiglia · Yi Zhou · Shiqiang Wang · Swanand Kadhe · Nathalie Baracaldo · Stacy Patterson |
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Workshop
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A Joint Training-Calibration Framework for Test-Time Personalization with Label Distribution Shift in Federated Learning Jian Xu · Shao-Lun Huang |
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Workshop
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FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning Rishub Tamirisa · John Won · Chengjun Lu · Ron Arel · Andy Zhou |
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Workshop
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Fri 12:00 |
Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities Zheng Xu · Peter Kairouz · Bo Li · Tian Li · John Nguyen · Jianyu Wang · Shiqiang Wang · Ayfer Ozgur |