Generalized Linear Model Regression under Distance-to-set Penalties

3 November 2017

Papers citing "Generalized Linear Model Regression under Distance-to-set Penalties"

13 / 13 papers shown

Title
Extended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso Trevor Hastie Robert Tibshirani Ryan J. Tibshirani 115 206 0 27 Jul 2017
An MM Algorithm for Split Feasibility Problems Jason Xu Eric C. Chi Meng Yang K. Lange 27 1 0 16 Dec 2016
Algorithms for Fitting the Constrained Lasso Brian R. Gaines Hua Zhou 194 119 0 28 Oct 2016
False Discoveries Occur Early on the Lasso Path Weijie Su M. Bogdan Emmanuel Candes 157 181 0 05 Nov 2015
Best Subset Selection via a Modern Optimization Lens Dimitris Bertsimas Angela King Rahul Mazumder 416 662 0 11 Jul 2015
Proximal Algorithms in Statistics and Machine Learning Nicholas G. Polson James G. Scott Brandon T. Willard 262 149 0 11 Feb 2015
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning Julien Mairal 144 318 0 18 Feb 2014
Distance Majorization and Its Applications Eric C. Chi Hua Zhou K. Lange 40 41 0 16 Nov 2012
Estimation of Simultaneously Sparse and Low Rank Matrices E. Richard Pierre-André Savalle Nicolas Vayatis 81 203 0 27 Jun 2012
Regularized Matrix Regression Hua Zhou Lexin Li 79 198 0 15 Apr 2012
On dimension folding of matrix- or array-valued statistical objects Bing Li Min Kyung Kim N. Altman 95 117 0 25 Feb 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 327 3,562 0 25 Feb 2010
A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article) Jianqing Fan Jinchi Lv 559 913 0 06 Oct 2009