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A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems


Oct 29, 2020
Jiawei Zhang, Peijun Xiao, Ruoyu Sun, Zhi-Quan Luo


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DEED: A General Quantization Scheme for Communication Efficiency in Bits


Jun 19, 2020
Tian Ye, Peijun Xiao, Ruoyu Sun


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Understanding Limitation of Two Symmetrized Orders by Worst-case Complexity


Oct 10, 2019
Peijun Xiao, Zhisheng Xiao, Ruoyu SUn


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