Estimating Marginal Likelihoods in Likelihood-Free Inference via Neural Density Estimation

Paul Bastide, Arnaud Estoup, Jean-Michel Marin +1

The marginal likelihood, or evidence, plays a central role in Bayesian model selection, yet remains notoriously challenging to compute in likelihood-free settings. While Simulation…