Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees

10 September 2015

Papers citing "Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees"

7 / 57 papers shown

Title
Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers Huishuai Zhang Yuejie Chi Yingbin Liang 22 55 0 11 Mar 2016
Recovery guarantee of weighted low-rank approximation via alternating minimization Yuanzhi Li Yingyu Liang Andrej Risteski 21 45 0 06 Feb 2016
When Are Nonconvex Problems Not Scary? Ju Sun Qing Qu John N. Wright 24 166 0 21 Oct 2015
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 27 172 0 14 Sep 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 33 202 0 26 Apr 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 16 111 0 15 Dec 2014
Improved Graph Clustering Yudong Chen Sujay Sanghavi Huan Xu 94 191 0 11 Oct 2012