Efficient Smoothed Concomitant Lasso Estimation for High Dimensional
Regression

Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression

8 June 2016

Alexandre Gramfort

ArXiv (abs)PDF HTML

Papers citing "Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression"

15 / 15 papers shown

Title
CoLiDE: Concomitant Linear DAG Estimation S. S. Saboksayr Gonzalo Mateos Mariano Tepper CML 77 5 0 04 Oct 2023
Smooth over-parameterized solvers for non-smooth structured optimization C. Poon Gabriel Peyré 99 19 0 03 May 2022
Spatially relaxed inference on high-dimensional linear models Jérôme-Alexis Chevalier Tuan-Binh Nguyen Bertrand Thirion Joseph Salmon 68 1 0 04 Jun 2021
The Hessian Screening Rule Johan Larsson J. Wallin 73 3 0 27 Apr 2021
Dynamic Batch Learning in High-Dimensional Sparse Linear Contextual Bandits Zhimei Ren Zhengyuan Zhou 120 31 0 27 Aug 2020
Support recovery and sup-norm convergence rates for sparse pivotal estimation Mathurin Massias Quentin Bertrand Alexandre Gramfort Joseph Salmon 45 4 0 15 Jan 2020
Multi-subject MEG/EEG source imaging with sparse multi-task regression H. Janati Yonas T. Tadesse Bertrand Thirion Marco Cuturi Alexandre Gramfort 114 32 0 03 Oct 2019
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates H. Janati Thomas Bazeille Bertrand Thirion Marco Cuturi Alexandre Gramfort OT 108 10 0 13 Feb 2019
Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso Quentin Bertrand Mathurin Massias Alexandre Gramfort Joseph Salmon 60 0 0 07 Feb 2019
Perspective Maximum Likelihood-Type Estimation via Proximal Decomposition P. Combettes Christian L. Müller 53 20 0 16 May 2018
Hedging parameter selection for basis pursuit Stéphane Chrétien A. Gibberd S. Roy 13 4 0 04 May 2018
A sharp oracle inequality for Graph-Slope Pierre C. Bellec Joseph Salmon Samuel Vaiter 89 2 0 21 Jun 2017
Generalized Concomitant Multi-Task Lasso for sparse multimodal regression Mathurin Massias Olivier Fercoq Alexandre Gramfort Joseph Salmon 82 23 0 27 May 2017
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 113 126 0 17 Nov 2016
Adapting to unknown noise level in sparse deconvolution Claire Boyer Yohann De Castro Joseph Salmon 52 17 0 15 Jun 2016