Bounding Conditional Value-at-Risk via Auxiliary Distributions with Bounded Discrepancies

Yaacov Pariente, Vadim Indelman

In this paper, we develop a theoretical framework for bounding the CVaR of a random variable $X$ using another related random variable $Y$, under assumptions on their cumulative an…