On Recovering the Best Rank-r Approximation from Few Entries

11 November 2021

Papers citing "On Recovering the Best Rank-r Approximation from Few Entries"

7 / 7 papers shown

Title
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma Yuling Yan 46 128 0 20 Feb 2019
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation Yudong Chen Yuejie Chi 88 172 0 23 Feb 2018
Non-convex Optimization for Machine Learning Prateek Jain Purushottam Kar 153 486 0 21 Dec 2017
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis Rong Ge Chi Jin Yi Zheng 115 436 0 03 Apr 2017
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 103 599 0 24 May 2016
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 50 159 0 17 Apr 2013
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 421 1,244 0 20 Jan 2009