Mini-batch Stochastic Approximation Methods for Nonconvex Stochastic Composite Optimization

Saeed Ghadimi, Guanghui Lan, Hongchao Zhang

This paper considers a class of constrained stochastic composite optimization problems whose objective function is given by the summation of a differentiable (possibly nonconvex) c…