Safe Feature Elimination in Sparse Supervised Learning

17 September 2010

Papers citing "Safe Feature Elimination in Sparse Supervised Learning"

20 / 20 papers shown

Title
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1) Jing Bi Susan Liang Xiaofei Zhou Pinxin Liu Junjia Guo ... C. Chen Lianggong Wen Zhang Liu Jiebo Luo Chenliang Xu LRM 30 0 0 04 Apr 2025
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 50 1 0 24 May 2024
Continuation Path with Linear Convergence Rate Eugène Ndiaye Ichiro Takeuchi 26 4 0 09 Dec 2021
Safe rules for the identification of zeros in the solutions of the SLOPE problem Clément Elvira Cédric Herzet 31 9 0 22 Oct 2021
Safe squeezing for antisparse coding Clément Elvira Cédric Herzet 11 9 0 18 Nov 2019
Screening Rules for Lasso with Non-Convex Sparse Regularizers A. Rakotomamonjy Gilles Gasso Joseph Salmon 14 24 0 16 Feb 2019
Tuning parameter selection rules for nuclear norm regularized multivariate linear regression Pan Shang Lingchen Kong 18 1 0 19 Jan 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 31 5 0 17 Dec 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 26 17 0 16 Feb 2018
Generalized Concomitant Multi-Task Lasso for sparse multimodal regression Mathurin Massias Olivier Fercoq Alexandre Gramfort Joseph Salmon 26 23 0 27 May 2017
Successive Ray Refinement and Its Application to Coordinate Descent for LASSO Jun Liu Zheng Zhao Ruiwen Zhang 23 0 0 17 Dec 2015
GAP Safe screening rules for sparse multi-task and multi-class models Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 28 80 0 11 Jun 2015
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 36 138 0 13 May 2015
Regularization Path of Cross-Validation Error Lower Bounds Atsushi Shibagaki Yoshiki Suzuki Masayuki Karasuyama Ichiro Takeuchi 40 11 0 09 Feb 2015
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso Antoine Bonnefoy Valentin Emiya L. Ralaivola Rémi Gribonval 30 86 0 12 Dec 2014
Screening Rules for Overlapping Group Lasso Seunghak Lee Eric P. Xing 21 16 0 25 Oct 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 32 108 0 19 May 2014
Concise comparative summaries (CCS) of large text corpora with a human experiment Jinzhu Jia Luke W. Miratrix Bin-Xia Yu Brian Gawalt L. Ghaoui Luke Barnesmoore Sophie Clavier 47 17 0 29 Apr 2014
Randomized Sketches of Convex Programs with Sharp Guarantees Mert Pilanci Martin J. Wainwright 38 175 0 29 Apr 2014
Strong rules for discarding predictors in lasso-type problems Robert Tibshirani Jacob Bien J. Friedman Trevor Hastie N. Simon Jonathan E. Taylor R. Tibshirani 59 636 0 09 Nov 2010