Analysis of Generalized Bregman Surrogate Algorithms for Nonsmooth Nonconvex Statistical Learning

Yiyuan She, Zhifeng Wang, Jiuwu Jin

Modern statistical applications often involve minimizing an objective function that may be nonsmooth and/or nonconvex. This paper focuses on a broad Bregman-surrogate algorithm fra…