Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization

Feihu Huang, Bin Gu, Zhouyuan Huo +2

Proximal gradient method has been playing an important role to solve many machine learning tasks, especially for the nonsmooth problems. However, in some machine learning problems…