Safe Screening With Variational Inequalities and Its Application to
LASSO

Safe Screening With Variational Inequalities and Its Application to LASSO

29 July 2013

Jun Liu

Papers citing "Safe Screening With Variational Inequalities and Its Application to LASSO"

13 / 13 papers shown

Title
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material Thu-Le Tran Clément Elvira Hong-Phuong Dang Cédric Herzet 24 3 0 02 Mar 2022
Safe rules for the identification of zeros in the solutions of the SLOPE problem Clément Elvira Cédric Herzet 33 9 0 22 Oct 2021
Expanding boundaries of Gap Safe screening C. Dantas Emmanuel Soubies Cédric Févotte 15 16 0 22 Feb 2021
Safe Screening for the Generalized Conditional Gradient Method Yifan Sun Francis R. Bach 27 9 0 22 Feb 2020
Safe Sample Screening for Robust Support Vector Machine Zhou Zhai Bin Gu Xiang Li Heng-Chiao Huang 15 22 0 24 Dec 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 39 5 0 17 Dec 2018
Safe Adaptive Importance Sampling Sebastian U. Stich Anant Raj Martin Jaggi 27 53 0 07 Nov 2017
Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining K. Nakagawa S. Suzumura Masayuki Karasuyama Koji Tsuda Ichiro Takeuchi 17 36 0 15 Feb 2016
Successive Ray Refinement and Its Application to Coordinate Descent for LASSO Jun Liu Zheng Zhao Ruiwen Zhang 23 0 0 17 Dec 2015
Regularization Path of Cross-Validation Error Lower Bounds Atsushi Shibagaki Yoshiki Suzuki Masayuki Karasuyama Ichiro Takeuchi 47 11 0 09 Feb 2015
Screening Rules for Overlapping Group Lasso Seunghak Lee Eric P. Xing 29 16 0 25 Oct 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 40 108 0 19 May 2014
Methods and Models for Interpretable Linear Classification Berk Ustun Cynthia Rudin 55 44 0 16 May 2014