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Gap Safe screening rules for sparsity enforcing penalties

17 November 2016

Papers citing "Gap Safe screening rules for sparsity enforcing penalties"

33 / 33 papers shown

Title
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1) Jing Bi Susan Liang Xiaofei Zhou Pinxin Liu Junjia Guo ... Cai Chen Lianggong Wen Zhang Liu Jiebo Luo Chenliang Xu LRM 101 1 0 04 Apr 2025
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 208 2 0 24 May 2024
$A Screening Strategy for Structured Optimization Involving Nonconvex $\ell_{q,p}$ Regularization$ A Screening Strategy for Structured Optimization Involving Nonconvex $\ell_{q,p}$ Regularization Tiange Li Xiangyu Yang Hao Wang 40 0 0 02 Aug 2022
Benchopt: Reproducible, efficient and collaborative optimization benchmarks Thomas Moreau Mathurin Massias Alexandre Gramfort Pierre Ablin Pierre-Antoine Bannier Benjamin Charlier ... Binh Duc Nguyen A. Rakotomamonjy Zaccharie Ramzi Joseph Salmon Samuel Vaiter 124 36 0 27 Jun 2022
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks Ziyang Zheng Wenrui Dai Duoduo Xue Chenglin Li Junni Zou H. Xiong 88 18 0 25 Apr 2022
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 63 3 0 02 Mar 2022
$Safe Screening for Logistic Regression with $\ell_0$-$\ell_2$ Regularization$ Safe Screening for Logistic Regression with $\ell_0$ - $\ell_2$ Regularization Anna Deza Alper Atamtürk 109 11 0 01 Feb 2022
Continuation Path with Linear Convergence Rate Eugène Ndiaye Ichiro Takeuchi 75 4 0 09 Dec 2021
Safe rules for the identification of zeros in the solutions of the SLOPE problem Clément Elvira Cédric Herzet 77 10 0 22 Oct 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework Tianyi Chen Bo Ji Tianyu Ding Biyi Fang Guanyi Wang Zhihui Zhu Luming Liang Yixin Shi Sheng Yi Xiao Tu 127 105 0 15 Jul 2021
Smooth Bilevel Programming for Sparse Regularization C. Poon Gabriel Peyré 105 18 0 02 Jun 2021
Look-Ahead Screening Rules for the Lasso Johan Larsson 116 1 0 12 May 2021
Expanding boundaries of Gap Safe screening C. Dantas Emmanuel Soubies Cédric Févotte 69 16 0 22 Feb 2021
Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares Hiroaki Yamada M. Yamada 54 6 0 08 Feb 2021
Screening for Sparse Online Learning Jingwei Liang C. Poon 71 3 0 18 Jan 2021
Nonsmoothness in Machine Learning: specific structure, proximal identification, and applications F. Iutzeler J. Malick 83 16 0 02 Oct 2020
The Strong Screening Rule for SLOPE Johan Larsson M. Bogdan J. Wallin 56 20 0 07 May 2020
$Safe Screening Rules for $\ell_0$-Regression$ Safe Screening Rules for $\ell_0$ -Regression Alper Atamturk A. Gómez 74 23 0 19 Apr 2020
On Newton Screening Jian Huang Yuling Jiao Lican Kang Jin Liu Yanyan Liu Xiliang Lu Yuanyuan Yang 39 2 0 27 Jan 2020
Safe squeezing for antisparse coding Clément Elvira Cédric Herzet 131 9 0 18 Nov 2019
Computing Full Conformal Prediction Set with Approximate Homotopy Eugène Ndiaye Ichiro Takeuchi 103 15 0 20 Sep 2019
Safe Feature Elimination for Non-Negativity Constrained Convex Optimization James Folberth Stephen Becker 34 0 0 25 Jul 2019
Dual Extrapolation for Sparse Generalized Linear Models Mathurin Massias Samuel Vaiter Alexandre Gramfort Joseph Salmon 408 18 0 12 Jul 2019
Learning step sizes for unfolded sparse coding Pierre Ablin Thomas Moreau Mathurin Massias Alexandre Gramfort MQ 109 54 0 27 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 89 84 0 13 May 2019
Screening Rules for Lasso with Non-Convex Sparse Regularizers A. Rakotomamonjy Gilles Gasso Joseph Salmon 73 25 0 16 Feb 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 83 5 0 17 Dec 2018
Safe Grid Search with Optimal Complexity Eugène Ndiaye Tam Le Olivier Fercoq Joseph Salmon Ichiro Takeuchi 162 46 0 12 Oct 2018
Celer: a Fast Solver for the Lasso with Dual Extrapolation Mathurin Massias Alexandre Gramfort Joseph Salmon 114 72 0 21 Feb 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 78 17 0 16 Feb 2018
Safe Adaptive Importance Sampling Sebastian U. Stich Anant Raj Martin Jaggi 99 55 0 07 Nov 2017
On the Distribution, Model Selection Properties and Uniqueness of the Lasso Estimator in Low and High Dimensions K. Ewald U. Schneider 73 12 0 31 Aug 2017
From safe screening rules to working sets for faster Lasso-type solvers Mathurin Massias Alexandre Gramfort Joseph Salmon 66 21 0 21 Mar 2017