On the non-ergodic convergence rate of an inexact augmented Lagrangian framework for composite convex programming

Ya-Feng Liu, Xin Liu, Shiqian Ma

In this paper, we consider the linearly constrained composite convex optimization problem, whose objective is a sum of a smooth function and a possibly nonsmooth function. We propo…