Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material

Thu-Le Tran, Clément Elvira, Hong-Phuong Dang +1

In this paper, we propose a novel safe screening test for Lasso. Our procedure is based on a safe region with a dome geometry and exploits a canonical representation of the set of…