Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and
Group-Lasso

Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso

12 December 2014

Antoine Bonnefoy

Rémi Gribonval

Papers citing "Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso"

10 / 10 papers shown

Title
Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning Takumi Yoshida Hiroyuki Hanada K. Nakagawa Kouichi Taji Koji Tsuda I. Takeuchi TPM 30 2 0 23 Jun 2023
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee Yandong Shi Hayoung Choi Yuanming Shi Yong Zhou 27 29 0 19 Jun 2021
Safe Screening for the Generalized Conditional Gradient Method Yifan Sun Francis R. Bach 17 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
Safe squeezing for antisparse coding Clément Elvira Cédric Herzet 18 9 0 18 Nov 2019
Screening Rules for Lasso with Non-Convex Sparse Regularizers A. Rakotomamonjy Gilles Gasso Joseph Salmon 27 24 0 16 Feb 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 33 5 0 17 Dec 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
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
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 41 138 0 13 May 2015