The Strong Screening Rule for SLOPE

7 May 2020

Papers citing "The Strong Screening Rule for SLOPE"

16 / 16 papers shown

Title
Strong Screening Rules for Group-based SLOPE Models Fabio Feser Marina Evangelou 129 1 0 24 May 2024
Fast OSCAR and OWL Regression via Safe Screening Rules Runxue Bao Bin Gu Heng-Chiao Huang 25 39 0 29 Jun 2020
Adaptive Bayesian SLOPE -- High-dimensional Model Selection with Missing Values Wei Jiang M. Bogdan Julie Josse B. Miasojedow Veronika Rockova Traumabase Group 49 9 0 14 Sep 2019
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Zhiqi Bu Jason M. Klusowski Cynthia Rush Weijie Su 48 43 0 17 Jul 2019
Hybrid safe-strong rules for efficient optimization in lasso-type problems Yaohui Zeng Tianbao Yang P. Breheny 24 7 0 27 Apr 2017
From safe screening rules to working sets for faster Lasso-type solvers Mathurin Massias Alexandre Gramfort Joseph Salmon 37 20 0 21 Mar 2017
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 55 125 0 17 Nov 2016
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee Emanuele Frandi Ricardo Ñanculef Stefano Lodi Claudio Sartori Johan A. K. Suykens 48 20 0 24 Oct 2015
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 74 138 0 13 May 2015
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 213 145 0 29 Mar 2015
$The Ordered Weighted $\ell_1$ Norm: Atomic Formulation, Projections, and Algorithms$ The Ordered Weighted $\ell_1$ Norm: Atomic Formulation, Projections, and Algorithms Xiangrong Zeng Mário A. T. Figueiredo 41 29 0 15 Sep 2014
$Decreasing Weighted Sorted $\ell_1$ Regularization$ Decreasing Weighted Sorted $\ell_1$ Regularization Xiangrong Zeng Mário A. T. Figueiredo 112 52 0 11 Apr 2014
Lasso Screening Rules via Dual Polytope Projection Jie Wang Peter Wonka Jieping Ye 75 239 0 16 Nov 2012
Strong rules for discarding predictors in lasso-type problems Robert Tibshirani Jacob Bien J. Friedman Trevor Hastie N. Simon Jonathan E. Taylor Robert Tibshirani 125 638 0 09 Nov 2010
Safe Feature Elimination in Sparse Supervised Learning L. Ghaoui V. Viallon T. Rabbani 159 223 0 17 Sep 2010
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 181 2,052 0 10 Aug 2007