Expanding boundaries of Gap Safe screening

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Expanding boundaries of Gap Safe screening

22 February 2021

Emmanuel Soubies

Cédric Févotte

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Papers citing "Expanding boundaries of Gap Safe screening"

18 / 18 papers shown

Title
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 67 5 0 17 Dec 2018
Safe Triplet Screening for Distance Metric Learning Tomoki Yoshida Ichiro Takeuchi Masayuki Karasuyama 104 16 0 12 Feb 2018
From safe screening rules to working sets for faster Lasso-type solvers Mathurin Massias Alexandre Gramfort Joseph Salmon 57 21 0 21 Mar 2017
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 71 124 0 17 Nov 2016
GAP Safe Screening Rules for Sparse-Group-Lasso Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 72 60 0 19 Feb 2016
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
Primal-Dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence F. Yanez Francis R. Bach 57 21 0 04 Dec 2014
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets Jie Wang Jieping Ye 57 48 0 15 Oct 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 100 109 0 19 May 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 136 186 0 22 Jan 2014
Scaling SVM and Least Absolute Deviations via Exact Data Reduction Jie Wang Peter Wonka Jieping Ye 80 69 0 25 Oct 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
Lasso Screening Rules via Dual Polytope Projection Jie Wang Peter Wonka Jieping Ye 115 241 0 16 Nov 2012
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 223 1,058 0 03 Aug 2011
Strong rules for discarding predictors in lasso-type problems Robert Tibshirani Jacob Bien J. Friedman Trevor Hastie N. Simon Jonathan E. Taylor Robert Tibshirani 197 642 0 09 Nov 2010
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 123 804 0 08 Oct 2010
Safe Feature Elimination for the LASSO and Sparse Supervised Learning Problems L. Ghaoui V. Viallon T. Rabbani 100 174 0 21 Sep 2010

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