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Advances in Neural Information Processing Systems|January 27, 2015
Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial TimeZhaoran Wang, Huanran Lu, Han LiuAdvances in Neural Information Processing Systems|March 21, 2017
A Nonconvex Optimization Framework for Low Rank Matrix EstimationTuo Zhao, Zhaoran Wang, Han LiuAnnals of Statistics|December 30, 2014
OPTIMAL COMPUTATIONAL AND STATISTICAL RATES OF CONVERGENCE FOR SPARSE NONCONVEX LEARNING PROBLEMSZhaoran Wang, Han Liu, Tong ZhangAdvances in Neural Information Processing Systems|February 17, 2015
Sparse PCA with Oracle PropertyQuanquan Gu, Zhaoran Wang, Han LiuAdvances in Neural Information Processing Systems|June 16, 2017
High Dimensional EM Algorithm: Statistical Optimization and Asymptotic NormalityZhaoran Wang, Quanquan Gu, Yang Ning, et al.Advances in Neural Information Processing Systems|April 15, 2017
Optimal linear estimation under unknown nonlinear transformXinyang Yi, Zhaoran Wang, Constantine Caramanis, et al.Advances in Neural Information Processing Systems|March 21, 2017
Non-convex Statistical Optimization for Sparse Tensor Graphical ModelWei Sun, Zhaoran Wang, Han Liu, et al.SIAM Journal on Optimization : a Publication of the Society for Industrial and Applied Mathematics|January 27, 2015
A STRICTLY CONTRACTIVE PEACEMAN-RACHFORD SPLITTING METHOD FOR CONVEX PROGRAMMINGHe Bingsheng, Han Liu, Zhaoran Wang, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|April 2, 2019
Tensor Graphical Model: Non-Convex Optimization and Statistical InferenceXiang Lyu, Will Wei Sun, Zhaoran Wang, et al.Clinical & Experimental Optometry|August 4, 2017
Disturbing the balance: effect of contact lens use on the ocular proteome and microbiomeMaureen Boost, Pauline Cho, Zhaoran WangPageof 253