Minimax risk of matrix denoising by singular value thresholding

8 April 2013

Papers citing "Minimax risk of matrix denoising by singular value thresholding"

10 / 10 papers shown

Title
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens Vittorio Erba Emanuele Troiani Luca Biggio Antoine Maillard Lenka Zdeborová 139 1 0 24 Oct 2024
The Phase Transition of Matrix Recovery from Gaussian Measurements Matches the Minimax MSE of Matrix Denoising D. Donoho M. Gavish Andrea Montanari 68 64 0 10 Feb 2013
Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators Emmanuel J. Candes Carlos A. Sing Long J. Trzasko 77 220 0 15 Oct 2012
Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising D. Donoho Iain M. Johnstone Andrea Montanari 119 179 0 04 Nov 2011
New Null Space Results and Recovery Thresholds for Matrix Rank Minimization Samet Oymak B. Hassibi 83 100 0 29 Nov 2010
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 172 663 0 29 Nov 2010
Reconstruction of a Low-rank Matrix in the Presence of Gaussian Noise A. Shabalin A. Nobel 109 161 0 23 Jul 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 219 382 0 29 Dec 2009
Necessary and Sufficient Conditions for Success of the Nuclear Norm Heuristic for Rank Minimization Benjamin Recht Weiyu Xu B. Hassibi 100 145 0 07 Sep 2008
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 305 3,762 0 28 Jun 2007