Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares

8 February 2021

Papers citing "Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares"

13 / 13 papers shown

Title
Screening Rules and its Complexity for Active Set Identification Eugène Ndiaye Olivier Fercoq Joseph Salmon 107 8 0 06 Sep 2020
Fast OSCAR and OWL Regression via Safe Screening Rules Runxue Bao Bin Gu Heng-Chiao Huang 48 40 0 29 Jun 2020
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 71 124 0 17 Nov 2016
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling Atsushi Shibagaki Masayuki Karasuyama Kohei Hatano Ichiro Takeuchi 34 52 0 08 Feb 2016
GAP Safe screening rules for sparse multi-task and multi-class models Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 77 80 0 11 Jun 2015
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 96 139 0 13 May 2015
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso Antoine Bonnefoy Valentin Emiya L. Ralaivola Rémi Gribonval 88 88 0 12 Dec 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 100 109 0 19 May 2014
Safe Screening With Variational Inequalities and Its Application to LASSO Jun Liu Zheng Zhao Jie Wang Jieping Ye 76 95 0 29 Jul 2013
Lasso Screening Rules via Dual Polytope Projection Jie Wang Peter Wonka Jieping Ye 118 241 0 16 Nov 2012
Safe Feature Elimination for the LASSO and Sparse Supervised Learning Problems L. Ghaoui V. Viallon T. Rabbani 100 174 0 21 Sep 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 344 3,569 0 25 Feb 2010
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 273 2,056 0 10 Aug 2007