Alternating Structure-Adapted Proximal Gradient Descent for Nonconvex Nonsmooth Block-Regularized Problems

There has been increasing interest in constrained nonconvex regularized block optimization problems. We introduce an approach that enables complex application-dependent regularization terms to be u...