Matrix Completion has No Spurious Local Minimum

24 May 2016

Papers citing "Matrix Completion has No Spurious Local Minimum"

6 / 106 papers shown

Title
Spectral Inference Methods on Sparse Graphs: Theory and Applications Alaa Saade 21 6 0 14 Oct 2016
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach Dohyung Park Anastasios Kyrillidis C. Caramanis Sujay Sanghavi 23 179 0 12 Sep 2016
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization Renbo Zhao Vincent Y. F. Tan 27 19 0 04 Sep 2016
Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent Chi Jin Sham Kakade Praneeth Netrapalli 19 81 0 26 May 2016
Global Optimality of Local Search for Low Rank Matrix Recovery Srinadh Bhojanapalli Behnam Neyshabur Nathan Srebro ODL 28 386 0 23 May 2016
Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers Huishuai Zhang Yuejie Chi Yingbin Liang 22 55 0 11 Mar 2016