Sparse recovery under matrix uncertainty

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Sparse recovery under matrix uncertainty

15 December 2008

Alexandre B. Tsybakov

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Papers citing "Sparse recovery under matrix uncertainty"

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Title
The Dantzig selector and sparsity oracle inequalities V. Koltchinskii 248 134 0 04 Sep 2009
Some sharp performance bounds for least squares regression with $L_1$ regularization Tong Zhang 136 270 0 20 Aug 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 173 179 0 06 Mar 2009
High-dimensional stochastic optimization with the generalized Dantzig estimator Karim Lounici 120 5 0 14 Nov 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 469 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 475 882 0 01 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 627 756 0 04 Apr 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 149 176 0 19 Mar 2008
Nonlinear estimation for linear inverse problems with error in the operator M. Hoffmann M. Reiß 111 106 0 13 Mar 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 462 242 0 30 Jan 2008
Hierarchical selection of variables in sparse high-dimensional regression Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 187 38 0 08 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 535 2,530 0 07 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 507 362 0 19 Oct 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 557 472 0 23 May 2007