Inexact Proximal Cubic Regularized Newton Methods for Convex Optimization

Chaobing Song, Ji Liu, Yong Jiang

In this paper, we use Proximal Cubic regularized Newton Methods (PCNM) to optimize the sum of a smooth convex function and a non-smooth convex function, where we use inexact gradie…