On Nesting Monte Carlo Estimators

Tom Rainforth, Robert Cornish, Hongseok Yang, Andrew Warrington

Abstract: Many problems in machine learning and statistics involve nested expectations and thus do not permit conventional Monte Carlo (MC) estimation. For such problems, one must nest estimators, such that ...