1 code implementation • 17 Dec 2018 • 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 dictionary atoms; and the use of fast structured approximations of the dictionary matrix.
