Proximal Operators of Sorted Nonconvex Penalties

Anne Gagneux, Mathurin Massias, Emmanuel Soubies

This work studies the problem of sparse signal recovery with automatic grouping of variables. To this end, we investigate sorted nonsmooth penalties as a regularization approach fo…