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112 Results
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Poster
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Wed 15:30 |
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence Zi-Hao Qiu · Quanqi Hu · Yongjian Zhong · Lijun Zhang · Tianbao Yang |
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Poster
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Wed 15:30 |
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning Shay Vargaftik · Ran Ben Basat · Amit Portnoy · Gal Mendelson · Yaniv Ben Itzhak · Michael Mitzenmacher |
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Poster
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Tue 15:30 |
FedNest: Federated Bilevel, Minimax, and Compositional Optimization Davoud Ataee Tarzanagh · Mingchen Li · Christos Thrampoulidis · Samet Oymak |
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Spotlight
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Wed 14:40 |
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning Shay Vargaftik · Ran Ben Basat · Amit Portnoy · Gal Mendelson · Yaniv Ben Itzhak · Michael Mitzenmacher |
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Spotlight
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Wed 13:45 |
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence Zi-Hao Qiu · Quanqi Hu · Yongjian Zhong · Lijun Zhang · Tianbao Yang |
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Oral
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Tue 13:45 |
FedNest: Federated Bilevel, Minimax, and Compositional Optimization Davoud Ataee Tarzanagh · Mingchen Li · Christos Thrampoulidis · Samet Oymak |
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Spotlight
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Tue 10:30 |
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees Guillaume Braun · Hemant Tyagi · Christophe Biernacki |
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Spotlight
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Thu 13:45 |
A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms xinwei zhang · Mingyi Hong · Sairaj Dhople · Nicola Elia |
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Poster
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Wed 15:30 |
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression Jingfeng Wu · Difan Zou · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Oral
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Wed 14:05 |
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression Jingfeng Wu · Difan Zou · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Poster
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Thu 15:00 |
A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms xinwei zhang · Mingyi Hong · Sairaj Dhople · Nicola Elia |
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Poster
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Tue 15:30 |
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees Guillaume Braun · Hemant Tyagi · Christophe Biernacki |