Lingxiao Wang

A Unified Framework for Low-Rank plus Sparse Matrix Recovery.

A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery

Stochastic Variance-reduced Gradient Descent for Low-rank Matrix Recovery from Linear Measurements

A Nonconvex Free Lunch for Low-Rank plus Sparse Matrix Recovery

Robust Gaussian Graphical Model Estimation with Arbitrary Corruption.

Robust Wirtinger Flow for Phase Retrieval with Arbitrary Corruption.

Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization.

Better and Faster: Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization

A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery

A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery.