Nonsmooth Newton methods with effective subspaces for polyhedral regularization

Tran T. A. Nghia, Nghia V. Vo, Khoa V. H. Vu

We propose several new nonsmooth Newton methods for solving convex composite optimization problems with polyhedral regularizers, while avoiding the computation of complicated secon…