Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization

Yan Kaganovsky, Ikenna Odinaka, David E. Carlson, Lawrence Carin

Abstract: We propose an optimization framework for nonconvex problems based on majorization-minimization that is particularity well-suited for parallel computing. It reduces the optimization of a high dimens...