Asymptotic distribution and sparsistency for l1-penalized parametric M-estimators with applications to linear SVM and logistic regression

13 August 2009

Papers citing "Asymptotic distribution and sparsistency for l1-penalized parametric M-estimators with applications to linear SVM and logistic regression"

6 / 6 papers shown

Title
Some sharp performance bounds for least squares regression with $L_1$ regularization Tong Zhang 129 268 0 20 Aug 2009
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 193 874 0 21 Nov 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 221 879 0 01 Jun 2008
Variable selection in semiparametric regression modeling Runze Li Hua Liang 76 300 0 13 Mar 2008
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 363 467 0 17 Aug 2007
Fast rates for support vector machines using Gaussian kernels Ingo Steinwart C. Scovel 192 283 0 14 Aug 2007