Non-asymptotic estimation of risk measures using stochastic gradient Langevin dynamics

Jiarui Chu, Ludovic Tangpi

In this paper we will study the approximation of arbitrary law invariant risk measures. As a starting point, we approximate the average value at risk using stochastic gradient Lang…