Using Autodiff to Estimate Posterior Moments, Marginals and Samples

Sam Bowyer, Thomas Heap, Laurence Aitchison

Importance sampling is a popular technique in Bayesian inference: by reweighting samples drawn from a proposal distribution we are able to obtain samples and moment estimates from…