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Wotao Yin

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A Single-Timescale Stochastic Bilevel Optimization Method

Feb 22, 2021
Tianyi Chen, Yuejiao Sun, Wotao Yin

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A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization

Feb 21, 2021
HanQin Cai, Yuchen Lou, Daniel McKenzie, Wotao Yin

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CADA: Communication-Adaptive Distributed Adam

Dec 31, 2020
Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin

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Hybrid Federated Learning: Algorithms and Implementation

Dec 29, 2020
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen

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Hybrid FL: Algorithms and Implementation

Dec 22, 2020
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen

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Attentional Biased Stochastic Gradient for Imbalanced Classification

Dec 13, 2020
Qi Qi, Yi Xu, Rong Jin, Wotao Yin, Tianbao Yang

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SCOBO: Sparsity-Aware Comparison Oracle Based Optimization

Oct 06, 2020
HanQin Cai, Daniel Mckenzie, Wotao Yin, Zhenliang Zhang

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Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization

Aug 31, 2020
Tianyi Chen, Yuejiao Sun, Wotao Yin

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