Concentration-Based Guarantees for Low-Rank Matrix Reconstruction

18 February 2011

Papers citing "Concentration-Based Guarantees for Low-Rank Matrix Reconstruction"

8 / 8 papers shown

Title
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss Junren Chen Michael Kwok-Po Ng 14 20 0 04 Feb 2022
Matrix Completion with Model-free Weighting Jiayi Wang R. K. Wong Xiaojun Mao Kwun Chuen Gary Chan 29 5 0 09 Jun 2021
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery Jicong Fan Lijun Ding Yudong Chen Madeleine Udell 12 68 0 13 Nov 2019
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form Srinadh Bhojanapalli Nicolas Boumal Prateek Jain Praneeth Netrapalli 14 42 0 01 Mar 2018
Structured Matrix Estimation and Completion Olga Klopp Yu Lu Alexandre B. Tsybakov Harrison H. Zhou 23 20 0 07 Jul 2017
Matrix completion by singular value thresholding: sharp bounds Olga Klopp 30 40 0 31 Jan 2015
Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm Deanna Needell Nathan Srebro Rachel A. Ward 47 550 0 21 Oct 2013
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 50 204 0 01 Mar 2012