AdaptiveStochasticVarianceReduction forNon-convexFinite-SumMinimization

Neural Information Processing Systems 

Toourknowledge, ADASPIDER isthefirstparameterfree non-convex variance-reduction method in the sense that it does not require the knowledge of problem-dependent parameters, such as smoothness constant L,targetaccuracyϵoranybound ongradient norms.