On Contrastive Learning for Likelihood-free Inference

Conor Durkan, Iain Murray, George Papamakarios

Likelihood-free methods perform parameter inference in stochastic simulator models where evaluating the likelihood is intractable but sampling synthetic data is possible. One class…