GradInf: Gradient Estimation as Probabilistic Inference

Gaurav Arya, Mathieu Huot, Moritz Schauer +2

Gradient estimation -- the task of computing the gradient of the expected value of a probabilistic program -- has diverse applications in scientific computing, but is notoriously d…