Proximal linearized iteratively reweighted least squares for a class of nonconvex and nonsmooth problems

Hui Zhang, Tao Sun, Lizhi Cheng

For solving a wide class of nonconvex and nonsmooth problems, we propose a proximal linearized iteratively reweighted least squares (PL-IRLS) algorithm. We first approximate the or…