Bounds on the prediction error of penalized least squares estimators with convex penalty

21 September 2016

Papers citing "Bounds on the prediction error of penalized least squares estimators with convex penalty"

9 / 9 papers shown

Title
Towards the study of least squares estimators with convex penalty Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 106 11 0 31 Jan 2017
Slope meets Lasso: improved oracle bounds and optimality Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 90 189 0 27 May 2016
On concentration for (regularized) empirical risk minimization Sara van de Geer Martin J. Wainwright 26 26 0 02 Dec 2015
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 117 166 0 07 Feb 2014
Degrees of freedom in lasso problems Robert Tibshirani Jonathan E. Taylor 89 363 0 02 Nov 2011
Structured Sparsity and Generalization Andreas Maurer Massimiliano Pontil 114 63 0 17 Aug 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 127 663 0 29 Nov 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 222 382 0 11 Jul 2010
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 292 2,527 0 07 Jan 2008