Nuclear norm penalization and optimal rates for noisy low rank matrix completion

29 November 2010

Papers citing "Nuclear norm penalization and optimal rates for noisy low rank matrix completion"

18 / 18 papers shown

Title
Network Tomography with Path-Centric Graph Neural Network Yuntong Hu Junxiang Wang Liang Zhao 72 0 0 23 Feb 2025
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 129 44 0 09 Nov 2019
Weighted matrix completion from non-random, non-uniform sampling patterns S. Foucart Deanna Needell Reese Pathak Y. Plan Mary Wootters 92 28 0 30 Oct 2019
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 153 59 0 05 Feb 2017
Towards the study of least squares estimators with convex penalty Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 123 11 0 31 Jan 2017
Estimation of low rank density matrices by Pauli measurements Dong Xia 55 3 0 16 Oct 2016
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 280 1,377 0 13 Oct 2010
Low rank Multivariate regression Christophe Giraud 126 42 0 27 Sep 2010
Von Neumann Entropy Penalization and Low Rank Matrix Estimation V. Koltchinskii 117 101 0 13 Sep 2010
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 156 521 0 10 Sep 2010
Optimal selection of reduced rank estimators of high-dimensional matrices F. Bunea Yiyuan She M. Wegkamp 169 240 0 18 Apr 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 208 382 0 29 Dec 2009
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 175 569 0 27 Dec 2009
The Dantzig selector and sparsity oracle inequalities V. Koltchinskii 181 133 0 04 Sep 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 156 718 0 11 Jun 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 325 2,527 0 07 Jan 2008
Consistency of trace norm minimization Francis R. Bach 202 220 0 15 Oct 2007
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 256 3,762 0 28 Jun 2007