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

Neural Information Processing Systems 

Screening rules leverage the known sparsity of the solution by ignoring some variables in the optimization, hence speeding up solvers. When the procedure is proven not to discard features wrongly the rules are said to be safe.