Junyu Zhang

Multi-Level Composite Stochastic Optimization via Nested Variance Reduction

2019 · arXiv (Cornell University)

We consider multi-level composite optimization problems where each mapping in the composition is the expectation over a family of random smooth mappings or the sum of some finite number of smooth mappings. We present a …