Estimation of matrices with row sparsity

1 September 2015

Papers citing "Estimation of matrices with row sparsity"

12 / 12 papers shown

Title
Optimal rates of convergence for sparse covariance matrix estimation T. Cai Harrison H. Zhou 148 246 0 13 Feb 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 149 327 0 06 Nov 2012
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 114 206 0 01 Mar 2012
Sparse Estimation by Exponential Weighting Philippe Rigollet Alexandre B. Tsybakov 167 121 0 25 Aug 2011
Estimation of a sparse group of sparse vectors F. Abramovich V. Grinshtein 73 4 0 10 Apr 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 226 664 0 29 Nov 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 197 242 0 12 Mar 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 264 382 0 29 Dec 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 629 756 0 04 Apr 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 484 243 0 30 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 535 2,531 0 07 Jan 2008
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 557 472 0 23 May 2007