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

Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort +1

High dimensional regression benefits from sparsity promoting regularizations. Screening rules leverage the known sparsity of the solution by ignoring some variables in the optimiza…