Poisson Matrix Recovery and Completion

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Poisson Matrix Recovery and Completion

20 April 2015

Yao Xie

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Papers citing "Poisson Matrix Recovery and Completion"

17 / 17 papers shown

Title
Low Rank Matrix Completion with Exponential Family Noise Jean Lafond 76 45 0 24 Feb 2015
Noisy Matrix Completion under Sparse Factor Models Akshay Soni Swayambhoo Jain Jarvis Haupt S. Gonella 76 36 0 02 Nov 2014
Fast Algorithm for Low-rank matrix recovery in Poisson noise Yang Cao Yao Xie 59 11 0 02 Jul 2014
Minimax Optimal Rates for Poisson Inverse Problems with Physical Constraints Xin Jiang Garvesh Raskutti Rebecca Willett 63 38 0 25 Mar 2014
Composite Self-Concordant Minimization Quoc Tran-Dinh Anastasios Kyrillidis Volkan Cevher 103 95 0 13 Aug 2013
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions Quoc Tran-Dinh Anastasios Kyrillidis Volkan Cevher 62 29 0 08 Jan 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 222 1,066 0 03 Dec 2012
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 212 353 0 17 Sep 2012
Changepoint detection for high-dimensional time series with missing data Yao Xie Jiaji Huang Rebecca Willett AI4TS 53 121 0 24 Aug 2012
Robust computation of linear models by convex relaxation Gilad Lerman Michael B. McCoy J. Tropp Teng Zhang 147 161 0 18 Feb 2012
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 103 116 0 27 Apr 2011
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 199 522 0 10 Sep 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 261 382 0 29 Dec 2009
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 232 570 0 27 Dec 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 265 719 0 11 Jun 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 426 1,246 0 20 Jan 2009
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 416 3,768 0 28 Jun 2007