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174 Results
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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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A Secure Aggregation for Federated Learning on Long-Tailed Data Yanna Jiang · Baihe Ma · Xu Wang · Guangsheng Yu · Caijun Sun · Wei Ni · Ren Ping Liu |
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Workshop
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Improving Vertical Federated Learning by Efficient Communication with ADMM Chulin Xie · Pin-Yu Chen · Ce Zhang · Bo Li |
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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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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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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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Federated Learning for Predicting the Next Node in Action Flows Daniel Lopes · João Nadkarni · Filipe Assunção · Miguel Lopes · Luís Rodrigues |
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Poster
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Tue 9:00 |
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li · Hongning Wang |
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Poster
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Wed 9:00 |
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning A. Tuan Nguyen · Philip Torr · Ser Nam Lim |
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Workshop
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Privacy-Preserving Data Filtering in Federated Learning Using Influence Approximation Ljubomir Rokvic · Panayiotis Danassis · Boi Faltings |
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Workshop
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Fri 7:50 |
LightVeriFL: Lightweight and Verifiable Secure Federated Learning Baturalp Buyukates · Jinhyun So · Hessam Mahdavifar · Salman Avestimehr |
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Workshop
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Fri 6:35 |
Trustworthy Federated Learning Bo Li |