Stable safe screening and structured dictionaries for faster L1 regularization

Cassio Fraga Dantas, Rémi Gribonval

In this paper, we propose a way to combine two acceleration techniques for the $\ell \_1$-regularized least squares problem: safe screening tests, which allow to eliminate useless…