Gradient-based Stochastic Optimization of Utility-based Shortfall Risk

Sumedh Gupte, Prashanth L. A., Sanjay P. Bhat

We consider the problems of estimation and optimization of utility-based shortfall risk (UBSR). We extend UBSR to cover possibly unbounded random variables. We cover prominent risk…