Eugène Ndiaye

Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression pdf

Alexandre Gramfort, Joseph Salmon, Vincent Leclère, 2016, ArXiv.

GAP Safe screening rules for sparse multi-task and multi-class models

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2015, NIPS.

Gap Safe screening rules for sparsity enforcing penalties

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2016, J. Mach. Learn. Res..

Safe Grid Search with Optimal Complexity

Ichiro Takeuchi, Tam Le, Joseph Salmon, 2018, ICML.

GAP Safe Screening Rules for Sparse-Group Lasso

Alexandre Gramfort, Joseph Salmon, Olivier Fercoq, 2016, NIPS.