AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms

Marco F. Cusumano-Towner, Vikash K. Mansinghka

Approximate probabilistic inference algorithms are central to many fields. Examples include sequential Monte Carlo inference in robotics, variational inference in machine learning,…