Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support

Author:

Guyard Theo1,Herzet Cedric2,Elvira Clement3

Affiliation:

1. Univ Rennes,INSA Rennes, CNRS, IRMAR-UMR 6625,France,F-35000

2. INRIA Rennes-Bretagne Atlantique,Rennes,France,35000

3. IETR UMR CNRS 6164,CentraleSupelec Rennes Campus,France,35576

Publisher

IEEE

Reference25 articles.

1. Mind the duality gap: safer rules for the lasso;fercoq;International Conference on Machine Learning,2015

2. Screening Tests for Lasso Problems

3. Safe screening with variational inequalities and its application to lasso;liu;ICML-14,0

4. Lasso screening rules via dual polytope projection;wang;Advances in neural information processing systems,2013

5. Safe screening tests for LASSO based on firmly non-expansiveness;herzet;2016 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP),0

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1. Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem;SIAM Journal on Mathematics of Data Science;2023-03-17

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