Pathwise Derivatives for Multivariate Distributions

Martin Jankowiak, Theofanis Karaletsos

Abstract: We exploit the link between the transport equation and derivatives of expectations to construct efficient pathwise gradient estimators for multivariate distributions. We focus on two main threads. ...