SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator

Cong Fang, Chris Junchi Li, Zhouchen Lin, Tong Zhang

Neural Information Processing Systems 

We provide a few error-bound results on its convergence rates.