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600 Results
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Spotlight
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Wed 10:35 |
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning Liping Yi · Wang Gang · Liu Xiaoguang |
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Poster
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Thu 15:00 |
Nearly Optimal Catoni’s M-estimator for Infinite Variance Sujay Bhatt · Guanhua Fang · Ping Li · Gennady Samorodnitsky |
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Poster
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Thu 15:00 |
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale Fan Lai · Yinwei Dai · Sanjay Singapuram · Jiachen Liu · Xiangfeng Zhu · Harsha Madhyastha · Mosharaf Chowdhury |
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Spotlight
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Wed 11:35 |
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization Yuhta Takida · Takashi Shibuya · WeiHsiang Liao · Chieh-Hsin Lai · Junki Ohmura · Toshimitsu Uesaka · Naoki Murata · Shusuke Takahashi · Toshiyuki Kumakura · Yuki Mitsufuji |
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Poster
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Wed 15:30 |
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization Yuhta Takida · Takashi Shibuya · WeiHsiang Liao · Chieh-Hsin Lai · Junki Ohmura · Toshimitsu Uesaka · Naoki Murata · Shusuke Takahashi · Toshiyuki Kumakura · Yuki Mitsufuji |
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Spotlight
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Thu 12:45 |
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale Fan Lai · Yinwei Dai · Sanjay Singapuram · Jiachen Liu · Xiangfeng Zhu · Harsha Madhyastha · Mosharaf Chowdhury |
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Spotlight
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Thu 10:55 |
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving Luca Carminati · Federico Cacciamani · Marco Ciccone · Nicola Gatti |
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Poster
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Thu 15:00 |
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving Luca Carminati · Federico Cacciamani · Marco Ciccone · Nicola Gatti |
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Poster
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Thu 15:00 |
Federated Learning with Partial Model Personalization Krishna Pillutla · Kshitiz Malik · Abdel-rahman Mohamed · Michael Rabbat · Maziar Sanjabi · Lin Xiao |
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Spotlight
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Thu 13:40 |
Federated Learning with Partial Model Personalization Krishna Pillutla · Kshitiz Malik · Abdel-rahman Mohamed · Michael Rabbat · Maziar Sanjabi · Lin Xiao |
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Poster
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Wed 15:30 |
Near-optimal rate of consistency for linear models with missing values Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet |
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Spotlight
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Wed 8:40 |
Near-optimal rate of consistency for linear models with missing values Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet |