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Tianyi Chen

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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* Fixed typos in the proof

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VAFL: a Method of Vertical Asynchronous Federated Learning

Jul 12, 2020
Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin

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* FL-ICML'20: Proc. of ICML Workshop on Federated Learning for User Privacy and Data Confidentiality, July 2020

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Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets

Jun 17, 2020
Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung

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* submitted to IEEE TSP on Jan. 6, 2020, and based on our independent work

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