Automatic Posterior Transformation for Likelihood-Free Inference

David S. Greenberg, Marcel Nonnenmacher, Jakob H. Macke

Abstract: How can one perform Bayesian inference on stochastic simulators with intractable likelihoods? A recent approach is to learn the posterior from adaptively proposed simulations using neural network-b...