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158 Results
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Workshop
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Mon 13:15 |
Keynote Talk: Personalization in Federated Learning: Adaptation and Clustering (Asu Ozdaglar) Asuman Ozdaglar |
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Workshop
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Detecting Poisoning Nodes in Federated Learning by Ranking Gradients Wanchuang Zhu · Benjamin Zhao · Simon Luo · Ke Deng |
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Workshop
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Federating for Learning Group Fair Models Afroditi Papadaki · Natalia Martinez · Martin Bertran · Guillermo Sapiro · Miguel Rodrigues |
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Poster
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Tue 16:30 |
Accumulative Poisoning Attacks on Real-time Data Tianyu Pang · Xiao Yang · Yinpeng Dong · Hang Su · Jun Zhu |
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Poster
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Thu 16:30 |
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes Sanghyun Hong · Michael-Andrei Panaitescu-Liess · Yigitcan Kaya · Tudor Dumitras |
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Workshop
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Mon 7:00 |
Contributed Talk 1: Personalized Neural Architecture Search for Federated Learning Minh Hoang · Carl Kingsford |
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Workshop
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Secure Aggregation for Buffered Asynchronous Federated Learning Jinhyun So · Ramy Ali · Basak Guler · Salman Avestimehr |
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Poster
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Thu 8:30 |
Distributed Machine Learning with Sparse Heterogeneous Data Dominic Richards · Sahand Negahban · Patrick Rebeschini |
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Workshop
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WAFFLE: Weighted Averaging for Personalized Federated Learning Martin Beaussart · Mary-Anne Hartley · Martin Jaggi |
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Poster
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Tue 8:30 |
Automated Discovery of Adaptive Attacks on Adversarial Defenses Chengyuan Yao · Pavol Bielik · Petar Tsankov · Martin Vechev |
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Workshop
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Bayesian SignSGD Optimizer for Federated Learning Paulo Ferreira · Pablo Silva · Vinicius Gottin |
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Workshop
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Personalized Neural Architecture Search for Federated Learning Minh Hoang · Carl Kingsford |