Sparse recovery under matrix uncertainty

Type: Article

Publication Date: 2010-07-12

Citations: 157

DOI: https://doi.org/10.1214/10-aos793

Locations

  • The Annals of Statistics - View
  • arXiv (Cornell University) - View - PDF
  • Project Euclid (Cornell University) - View - PDF
  • HAL (Le Centre pour la Communication Scientifique Directe) - View
  • DataCite API - View

Similar Works

Action Title Year Authors
+ PDF Chat Improved matrix uncertainty selector 2013 M. Rosenbaum
Alexandre B. Tsybakov
+ Improved Matrix Uncertainty Selector 2011 Mathieu Rosenbaum
Alexandre B. Tsybakov
+ PDF Chat Rank-Sparsity Incoherence for Matrix Decomposition 2011 Venkat Chandrasekaran
Sujay Sanghavi
Pablo A. Parrilo
Alan S. Willsky
+ PDF Chat Minimax estimation of functionals in sparse vector model with correlated observations 2024 Yuhao Wang
Pengkun Yang
Alexandre B. Tsybakov
+ Rank-Sparsity Incoherence for Matrix Decomposition 2011 Venkat Chandrasekaran
Sujay Sanghavi
Pablo A. Parrilo
Alan S. Willsky
+ Finding a Sparse Solution of a Linear System with Applications to Coding Theory and Statistics 2010 Andrew Gordon Wilcox
+ Robust Lasso with missing and grossly corrupted observations 2011 Nam Hoai Nguyen
Trac D. Tran
+ Robust Lasso with missing and grossly corrupted observations 2011 Nam Nguyen
Trac D. Tran
+ PDF Chat The Dantzig selector: Statistical estimation when p is much larger than n 2007 Emmanuel J. Candès
Terence Tao
+ Sharp thresholds for high-dimensional and noisy recovery of sparsity 2006 Martin J. Wainwright
+ Sparse precision matrix estimation with missing observations 2022 Ning Zhang
Yang Jin
+ Compressed Sparse Linear Regression 2017 Shiva Prasad Kasiviswanathan
Mark Rudelson
+ Tackling small eigen-gaps: Fine-grained eigenvector estimation and inference under heteroscedastic noise 2020 Cheng Chen
Yuting Wei
Yuxin Chen
+ The LASSO risk for gaussian matrices 2010 Mohsen Bayati
Andrea Montanari
+ The LASSO risk for gaussian matrices 2010 Mohsen Bayati
Andrea Montanari
+ Sparse regression with highly correlated predictors 2015 Behrooz Ghorbani
Özgür Yılmaz
+ PDF Chat Discussion: The Dantzig selector: Statistical estimation when p is much larger than n 2007 Tommaso Cai
Jinchi Lv
+ Sparse regression with highly correlated predictors. 2015 Behrooz Ghorbani
Özgür Yılmaz
+ High-dimensional Variable Selection with Sparse Random Projections: Measurement Sparsity and Statistical Efficiency 2010 Dapo Omidiran
Martin J. Wainwright
+ Near-ideal model selection by ℓ1 minimization 2009 Emmanuel J. Candès
Yaniv Plan