Stochastic Algorithmic Differentiation of (Expectations of) Discontinuous Functions (Indicator Functions). (arXiv:1811.05741v1 [q-fin.CP])

In this paper we present a method for the accurate estimation of the derivative (aka.~sensitivity) of expectations of functions involving an indicator function by combining a stochastic algorithmic differentiation and a regression.