Safe Feature Elimination in Sparse Supervised Learning

17 September 2010

Papers citing "Safe Feature Elimination in Sparse Supervised Learning"

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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 38 2 0 04 Apr 2025
Dual feature reduction for the sparse-group lasso and its adaptive variant Fabio Feser Marina Evangelou 35 0 0 27 May 2024
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 55 1 0 24 May 2024
Safe Feature Identification Rule for Fused Lasso by An Extra Dual Variable Pan Shang Huangyue Chen Lingchen Kong 14 0 0 16 Apr 2024
Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation G. Sagnol Luc Pronzato 14 0 0 13 Oct 2023
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 59 31 0 27 Jun 2022
Distributed Dynamic Safe Screening Algorithms for Sparse Regularization Runxue Bao Xidong Wu Wenhan Xian Heng-Chiao Huang 21 1 0 23 Apr 2022
Continuation Path with Linear Convergence Rate Eugène Ndiaye Ichiro Takeuchi 31 4 0 09 Dec 2021
Safe Screening for Sparse Conditional Random Fields Weizhong Zhang Shuang Qiu 17 0 0 27 Nov 2021
Safe rules for the identification of zeros in the solutions of the SLOPE problem Clément Elvira Cédric Herzet 33 9 0 22 Oct 2021
The Hessian Screening Rule Johan Larsson J. Wallin 40 3 0 27 Apr 2021
Persistent Reductions in Regularized Loss Minimization for Variable Selection Amin Jalali 29 0 0 30 Nov 2020
Screening Rules and its Complexity for Active Set Identification Eugène Ndiaye Olivier Fercoq Joseph Salmon 12 7 0 06 Sep 2020
Accelerated Sparse Bayesian Learning via Screening Test and Its Applications Yiping Jiang Tianshi Chen 13 0 0 08 Jul 2020
Fast OSCAR and OWL Regression via Safe Screening Rules Runxue Bao Bin Gu Heng-Chiao Huang 6 39 0 29 Jun 2020
Sparse Separable Nonnegative Matrix Factorization Nicolas Nadisic A. Vandaele Jérémy E. Cohen Nicolas Gillis 6 4 0 13 Jun 2020
The Strong Screening Rule for SLOPE Johan Larsson M. Bogdan J. Wallin 14 18 0 07 May 2020
The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation U. Schneider P. Tardivel 24 20 0 20 Apr 2020
Safe squeezing for antisparse coding Clément Elvira Cédric Herzet 27 9 0 18 Nov 2019
Safe Feature Elimination for Non-Negativity Constrained Convex Optimization James Folberth Stephen Becker 11 0 0 25 Jul 2019
Dual Extrapolation for Sparse Generalized Linear Models Mathurin Massias Samuel Vaiter Alexandre Gramfort Joseph Salmon 103 18 0 12 Jul 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport Mokhtar Z. Alaya Maxime Bérar Gilles Gasso A. Rakotomamonjy OT 11 35 0 20 Jun 2019
Learning step sizes for unfolded sparse coding Pierre Ablin Thomas Moreau Mathurin Massias Alexandre Gramfort MQ 20 51 0 27 May 2019
Screening Rules for Lasso with Non-Convex Sparse Regularizers A. Rakotomamonjy Gilles Gasso Joseph Salmon 36 24 0 16 Feb 2019
Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso Quentin Bertrand Mathurin Massias Alexandre Gramfort Joseph Salmon 23 0 0 07 Feb 2019
Tuning parameter selection rules for nuclear norm regularized multivariate linear regression Pan Shang Lingchen Kong 23 1 0 19 Jan 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 36 5 0 17 Dec 2018
Safe Grid Search with Optimal Complexity Eugène Ndiaye Tam Le Olivier Fercoq Joseph Salmon Ichiro Takeuchi 33 45 0 12 Oct 2018
Safe Active Feature Selection for Sparse Learning Shaogang Ren Jianhua Z. Huang Shuai Huang Xiaoning Qian 11 0 0 15 Jun 2018
Safe Element Screening for Submodular Function Minimization Weizhong Zhang Bin Hong Lin Ma Wei Liu Tong Zhang 11 1 0 22 May 2018
Celer: a Fast Solver for the Lasso with Dual Extrapolation Mathurin Massias Alexandre Gramfort Joseph Salmon 28 72 0 21 Feb 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 28 17 0 16 Feb 2018
Joint Screening Tests for LASSO Cédric Herzet Angélique Dremeau 13 8 0 26 Oct 2017
Accurate Genomic Prediction Of Human Height L. Lello Steven G. Avery L. Tellier A. Vazquez G. Campos S. Hsu 12 143 0 19 Sep 2017
On the Distribution, Model Selection Properties and Uniqueness of the Lasso Estimator in Low and High Dimensions K. Ewald U. Schneider 33 11 0 31 Aug 2017
Generalized Concomitant Multi-Task Lasso for sparse multimodal regression Mathurin Massias Olivier Fercoq Alexandre Gramfort Joseph Salmon 31 23 0 27 May 2017
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions R. Tibshirani 11 42 0 12 May 2017
From safe screening rules to working sets for faster Lasso-type solvers Mathurin Massias Alexandre Gramfort Joseph Salmon 22 20 0 21 Mar 2017
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 28 125 0 17 Nov 2016
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16) V. Abrol O. Absil P.-A. Absil S. Anthoine P. Antoine ... D. Vukobratović Li Wang B. Wirth Gerhard Wunder Hongyan Zhang 26 0 0 14 Sep 2016
The Symmetry of a Simple Optimization Problem in Lasso Screening Yun Wang Peter J. Ramadge 16 1 0 21 Aug 2016
Feedback-Controlled Sequential Lasso Screening Yun Wang Xu Chen Peter J. Ramadge 19 4 0 21 Aug 2016
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction Weizhong Zhang Bin Hong Wei Liu Jieping Ye Deng Cai Xiaofei He Jie Wang 21 38 0 24 Jul 2016
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression Eugène Ndiaye Olivier Fercoq Alexandre Gramfort V. Leclère Joseph Salmon 25 28 0 08 Jun 2016
GAP Safe Screening Rules for Sparse-Group-Lasso Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 23 59 0 19 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
Conducting sparse feature selection on arbitrarily long phrases in text corpora with a focus on interpretability Luke W. Miratrix Robin Ackerman 15 3 0 20 Nov 2015
Safe Feature Pruning for Sparse High-Order Interaction Models K. Nakagawa S. Suzumura Masayuki Karasuyama Koji Tsuda Ichiro Takeuchi 19 3 0 26 Jun 2015
GAP Safe screening rules for sparse multi-task and multi-class models Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 30 80 0 11 Jun 2015
Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices Jie Wang Jieping Ye 16 18 0 15 May 2015