Dual Extrapolation for Sparse Generalized Linear Models

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Dual Extrapolation for Sparse Generalized Linear Models

12 July 2019

Mathurin Massias

Alexandre Gramfort

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Papers citing "Dual Extrapolation for Sparse Generalized Linear Models"

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Title
Beyond L1: Faster and Better Sparse Models with skglm Quentin Bertrand Quentin Klopfenstein Pierre-Antoine Bannier Gauthier Gidel Mathurin Massias 55 14 0 16 Apr 2022
SIGLE: a valid procedure for Selective Inference with the Generalized Linear Lasso Quentin Duchemin Yohann De Castro 44 0 0 29 Mar 2022
Iterative regularization for low complexity regularizers C. Molinari Mathurin Massias Lorenzo Rosasco S. Villa 69 6 0 01 Feb 2022
OmiTrans: generative adversarial networks based omics-to-omics translation framework Xiaoyu Zhang Yike Guo MedIm 65 5 0 27 Nov 2021
The folded concave Laplacian spectral penalty learns block diagonal sparsity patterns with the strong oracle property Iain Carmichael 62 2 0 07 Jul 2021
Implicit differentiation for fast hyperparameter selection in non-smooth convex learning Quentin Bertrand Quentin Klopfenstein Mathurin Massias Mathieu Blondel Samuel Vaiter Alexandre Gramfort Joseph Salmon 99 28 0 04 May 2021
Anderson acceleration of coordinate descent Quentin Bertrand Mathurin Massias 40 12 0 19 Nov 2020
Model identification and local linear convergence of coordinate descent Quentin Klopfenstein Quentin Bertrand Alexandre Gramfort Joseph Salmon Samuel Vaiter 121 5 0 22 Oct 2020
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso Jérôme-Alexis Chevalier Alexandre Gramfort Joseph Salmon Bertrand Thirion 79 10 0 29 Sep 2020
Screening Rules and its Complexity for Active Set Identification Eugène Ndiaye Olivier Fercoq Joseph Salmon 107 8 0 06 Sep 2020
Implicit differentiation of Lasso-type models for hyperparameter optimization Quentin Bertrand Quentin Klopfenstein Mathieu Blondel Samuel Vaiter Alexandre Gramfort Joseph Salmon 104 66 0 20 Feb 2020
On Newton Screening Jian Huang Yuling Jiao Lican Kang Jin Liu Yanyan Liu Xiliang Lu Yuanyuan Yang 24 2 0 27 Jan 2020