Noisy low-rank matrix completion with general sampling distribution

1 March 2012

Papers citing "Noisy low-rank matrix completion with general sampling distribution"

17 / 17 papers shown

Title
Weighted matrix completion from non-random, non-uniform sampling patterns S. Foucart Deanna Needell Reese Pathak Y. Plan Mary Wootters 57 28 0 30 Oct 2019
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 108 59 0 05 Feb 2017
Optimal spectral norm rates for noisy low-rank matrix completion Karim Lounici 62 6 0 24 Oct 2011
Learning with the Weighted Trace-norm under Arbitrary Sampling Distributions Rina Foygel Ruslan Salakhutdinov Ohad Shamir Nathan Srebro 54 65 0 21 Jun 2011
Rank penalized estimators for high-dimensional matrices Olga Klopp 60 50 0 07 Apr 2011
Concentration-Based Guarantees for Low-Rank Matrix Reconstruction Rina Foygel Nathan Srebro 61 74 0 18 Feb 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 93 663 0 29 Nov 2010
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 92 672 0 28 Sep 2010
Von Neumann Entropy Penalization and Low Rank Matrix Estimation V. Koltchinskii 91 101 0 13 Sep 2010
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 119 521 0 10 Sep 2010
Sharp oracle inequalities for the prediction of a high-dimensional matrix Stéphane Gaïffas Guillaume Lecué 67 27 0 28 Aug 2010
Optimal selection of reduced rank estimators of high-dimensional matrices F. Bunea Yiyuan She M. Wegkamp 133 240 0 18 Apr 2010
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm Ruslan Salakhutdinov Nathan Srebro 92 234 0 14 Feb 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 173 382 0 29 Dec 2009
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 133 569 0 27 Dec 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 95 718 0 11 Jun 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 164 1,242 0 20 Jan 2009