Accuracy guarantees for L1-recovery

21 August 2010

Papers citing "Accuracy guarantees for L1-recovery"

11 / 11 papers shown

Title
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 219 729 0 05 Oct 2009
The Dantzig selector and sparsity oracle inequalities V. Koltchinskii 185 133 0 04 Sep 2009
Nonparametric estimation by convex programming A. Juditsky A. Nemirovski 85 36 0 21 Aug 2009
Some sharp performance bounds for least squares regression with $L_1$ regularization Tong Zhang 129 268 0 20 Aug 2009
$Verifiable conditions of $\ell_1$-recovery of sparse signals with sign restrictions$ Verifiable conditions of $\ell_1$ -recovery of sparse signals with sign restrictions A. Juditsky Fatma Kılınç Karzan A. Nemirovski 102 29 0 01 Apr 2009
$On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization$ On Verifiable Sufficient Conditions for Sparse Signal Recovery via $\ell_1$ Minimization A. Juditsky A. Nemirovski 133 142 0 16 Sep 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 287 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 245 879 0 01 Jun 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 250 241 0 30 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 346 2,527 0 07 Jan 2008
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 353 470 0 23 May 2007