Sparse learning with concave regularization: relaxation of the irrepresentable condition

V. Cerone, S. M. Fosson, D. Regruto +1

Learning sparse models from data is an important task in all those frameworks where relevant information should be identified within a large dataset. This can be achieved by formul…