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Communication-Efficient Distributed Quantile Regression with Optimal Statistical Guarantees


Oct 25, 2021
Heather Battey, Kean Ming Tan, Wen-Xin Zhou


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Nonconvex Regularized Robust Regression with Oracle Properties in Polynomial Time


Jul 09, 2019
Xiaoou Pan, Qiang Sun, Wen-Xin Zhou

* 55 pages 

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Matrix Completion via Max-Norm Constrained Optimization


Apr 28, 2017
T. Tony Cai, Wen-Xin Zhou

* 33 pages 

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Max-Norm Optimization for Robust Matrix Recovery


Sep 24, 2016
Ethan X. Fang, Han Liu, Kim-Chuan Toh, Wen-Xin Zhou

* 32 pages, 4 figures 

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A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion


Sep 24, 2013
T. Tony Cai, Wen-Xin Zhou

* 33 pages, 3 figures 

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