Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos +2

We propose an adaptive variance-reduction method, called AdaSpider, for minimization of $L$-smooth, non-convex functions with a finite-sum structure. In essence, AdaSpider combines…