A Stochastic Gradient Descent Method for Globally Minimizing Nearly Convex Functions

Chenglong Bao, Liang Chen, Weizhi Shao

This paper proposes a stochastic gradient descent method with an adaptive Gaussian noise term for the global minimization of nearly convex functions, which are nonconvex and posses…