Simultaneous Safe Screening of Features and Samples in Doubly Sparse
Modeling

Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling

8 February 2016

Atsushi Shibagaki

Masayuki Karasuyama

Ichiro Takeuchi

ArXiv (abs)PDF HTML

Papers citing "Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling"

11 / 11 papers shown

Title
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 188 2 0 24 May 2024
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
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization Yuchen Zhang Xiao Lin 110 265 0 10 Sep 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 100 109 0 19 May 2014
Scaling SVM and Least Absolute Deviations via Exact Data Reduction Jie Wang Peter Wonka Jieping Ye 80 69 0 25 Oct 2013
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang ODL 108 463 0 10 Sep 2013
Safe Screening With Variational Inequalities and Its Application to LASSO Jun Liu Zheng Zhao Jie Wang Jieping Ye 76 95 0 29 Jul 2013
A Safe Screening Rule for Sparse Logistic Regression Jie Wang Jiayu Zhou Jun Liu Peter Wonka Jieping Ye 66 88 0 16 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