Stochastic Optimization

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

We propose a new technique named Stochastic Path-Integrated Differential EstimatoR (Spider), which can be used to track many deterministic quantities of interest with significantly reduced computational cost.