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20182022
most citedLearning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction

58 citations · 120 across the 10 of their papers we have counts for

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math.OC2021★ 11 cited

Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities

Chaobing Song, Zhengyuan Zhou, Yichao Zhou +2

The optimization problems associated with training generative adversarial neural networks can be largely reduced to certain {\em non-monotone} variational inequality problems (VIPs…

math.OC2020

Comments on Efficient Singular Value Thresholding Computation

Zhengyuan Zhou, Yi Ma

We discuss how to evaluate the proximal operator of a convex and increasing function of a nuclear norm, which forms the key computational step in several first-order optimization a…