Optimal Algorithms for Stochastic Multi-Level Compositional Optimization

Wei Jiang, Bokun Wang, Yibo Wang, Lijun Zhang, Tianbao Yang

Abstract: In this paper, we investigate the problem of stochastic multi-level compositional optimization, where the objective function is a composition of multiple smooth but possibly non-convex functions. E...