Dynamic matrix recovery from incomplete observations under an exact low-rank constraint

28 October 2016

Papers citing "Dynamic matrix recovery from incomplete observations under an exact low-rank constraint"

11 / 11 papers shown

Title
A State-Space Approach to Dynamic Nonnegative Matrix Factorization Nasser Mohammadiha Paris Smaragdis G. Panahandeh Simon Doclo 36 16 0 31 Aug 2017
An Introduction to Matrix Concentration Inequalities J. Tropp 170 1,155 0 07 Jan 2015
Fast matrix completion without the condition number Moritz Hardt Mary Wootters 102 108 0 15 Jul 2014
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 224 1,067 0 03 Dec 2012
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 215 353 0 17 Sep 2012
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 117 206 0 01 Mar 2012
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Alekh Agarwal S. Negahban Martin J. Wainwright 230 433 0 23 Feb 2011
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 202 522 0 10 Sep 2010
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 270 719 0 11 Jun 2009
Necessary and Sufficient Conditions for Success of the Nuclear Norm Heuristic for Rank Minimization Benjamin Recht Weiyu Xu B. Hassibi 117 145 0 07 Sep 2008
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 419 3,772 0 28 Jun 2007