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All publications by Zhaoran Wang
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Optimal Linear Estimation under Unknown Nonlinear Transform
Xinyang Yi, Zhaoran Wang, Constantine Caramanis and Han Liu
Advances in Neural Information Processing Systems 28, 2015


Non-convex Statistical Optimization for Sparse Tensor Graphical Model
Wei Sun, Zhaoran Wang, Han Liu and Guang Cheng
Advances in Neural Information Processing Systems 28, 2015


High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality
Zhaoran Wang, Quanquan Gu, Yang Ning and Han Liu
Advances in Neural Information Processing Systems 28, 2015


A Nonconvex Optimization Framework for Low Rank Matrix Estimation
Tuo Zhao, Zhaoran Wang and Han Liu
Advances in Neural Information Processing Systems 28, 2015


Sparse PCA with Oracle Property
Quanquan Gu, Zhaoran Wang and Han Liu
Advances in Neural Information Processing Systems 27, 2014


Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time
Zhaoran Wang, Huanran Lu and Han Liu
Advances in Neural Information Processing Systems 27, 2014