Nonparametric Compositional Stochastic Optimization for Risk-Sensitive Kernel Learning

Amrit Singh Bedi, Alec Koppel, Ketan Rajawat +1

In this work, we address optimization problems where the objective function is a nonlinear function of an expected value, i.e., compositional stochastic {strongly convex programs}.…