NIPS Proceedingsβ

Zhaoran Wang

11 Papers

  • Agnostic Estimation for Misspecified Phase Retrieval Models (2016)
  • Blind Attacks on Machine Learners (2016)
  • More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning (2016)
  • NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization (2016)
  • Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes (2016)
  • A Nonconvex Optimization Framework for Low Rank Matrix Estimation (2015)
  • High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality (2015)
  • Non-convex Statistical Optimization for Sparse Tensor Graphical Model (2015)
  • Optimal Linear Estimation under Unknown Nonlinear Transform (2015)
  • Sparse PCA with Oracle Property (2014)
  • Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time (2014)