Concentration Bounds for Optimized Certainty Equivalent Risk Estimation

Ayon Ghosh, L. A. Prashanth, Krishna Jagannathan

We consider the problem of estimating the Optimized Certainty Equivalent (OCE) risk from independent and identically distributed (i.i.d.) samples. For the classic sample average ap…