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Workshop
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Personalized Multi-tier Federated Learning Sourasekhar Banerjee · Alp Yurtsever · Monowar Bhuyan |
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Poster
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Thu 14:00 |
Self-Aware Personalized Federated Learning Huili Chen · Jie Ding · Eric W. Tramel · Shuang Wu · Anit Kumar Sahu · Salman Avestimehr · Tao Zhang |
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Workshop
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PerFedSI: A Framework for Personalized Federated Learning with Side Information Liam Collins · Enmao Diao · Tanya Roosta · Jie Ding · Tao Zhang |
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Workshop
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PersA-FL: Personalized Asynchronous Federated Learning M. Taha Toghani · Soomin Lee · Cesar Uribe |
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Poster
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Wed 9:00 |
Personalized Online Federated Learning with Multiple Kernels Pouya M. Ghari · Yanning Shen |
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Workshop
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Find Your Friends: Personalized Federated Learning with the Right Collaborators Yi Sui · Junfeng Wen · Yenson Lau · Brendan Ross · Jesse Cresswell |
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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 |
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Poster
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Tue 9:00 |
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning Daoyuan Chen · Dawei Gao · Weirui Kuang · Yaliang Li · Bolin Ding |
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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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Tue 14:00 |
A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning Zhaomin Wu · Qinbin Li · Bingsheng He |
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Affinity Workshop
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Towards Private and Fair Federated Learning Sikha Pentyala · Nicola Neophytou · Anderson Nascimento · Martine De Cock · Golnoosh Farnadi |
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Affinity Workshop
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Privacy-Preserving Online Mirror Descent With Single-Sided Trust for Federated Learning Olusola Odeyomi · Gergely Zaruba |