نسخة أولية وصول مفتوح
Optimal Momentum Methods for Stochastic Multilevel Compositional Optimization
This paper investigates stochastic multi-level optimization where the objective is a nested composition of several smooth non-convex functions. We assume that only stochastic estimates of the gradient and function values for each level are accessible. Consequently, obtaining an accurate estimate of the overall gradient …