A Block Successive Upper Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization

Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang +3

Consider the problem of minimizing the sum of a smooth convex function and a separable nonsmooth convex function subject to linear coupling constraints. Problems of this form arise…