Robust Lasso with missing and grossly corrupted observations

2 December 2011

Papers citing "Robust Lasso with missing and grossly corrupted observations"

13 / 63 papers shown

Title
A General Family of Trimmed Estimators for Robust High-dimensional Data Analysis Eunho Yang A. Lozano Aleksandr Aravkin 20 10 0 26 May 2016
Convex programming approach to robust estimation of a multivariate Gaussian model Samuel Balmand A. Dalalyan 12 8 0 15 Dec 2015
Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis Yanwei Fu De-An Huang Leonid Sigal 9 0 0 19 Nov 2015
Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso Eunho Yang A. Lozano 20 25 0 28 Oct 2015
Robust Regression via Hard Thresholding Kush S. Bhatia Prateek Jain Purushottam Kar AAML OOD 13 156 0 08 Jun 2015
Sparse and Robust Linear Regression: An Optimization Algorithm and Its Statistical Properties Shota Katayama Hironori Fujisawa 37 10 0 20 May 2015
Geometric median and robust estimation in Banach spaces Stanislav Minsker 42 309 0 06 Aug 2013
Minimum Distance Estimation for Robust High-Dimensional Regression A. Lozano N. Meinshausen 26 11 0 11 Jul 2013
A Max-Product EM Algorithm for Reconstructing Markov-tree Sparse Signals from Compressive Samples Zhao-quan Song Aleksandar Dogandzic 51 5 0 05 Sep 2012
Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions Xiaodong Li 70 179 0 06 Apr 2011
Exact recoverability from dense corrupted observations via $L_1$ minimization Nam H. Nguyen T. Tran 50 117 0 07 Feb 2011
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 181 292 0 09 Mar 2009
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 195 481 0 25 Jun 2008