Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning

Dionysios S. Kalogerias, Warren B. Powell

We present ${\text{Free-MESSAGE}}^p$, the first zeroth-order algorithm for (weakly-)convex mean-semideviation-based risk-aware learning, which is also the first three-level zerot…