Learning Summary Statistics for Bayesian Inference with Autoencoders

Carlo Albert, Simone Ulzega, Firat Ozdemir +2

For stochastic models with intractable likelihood functions, approximate Bayesian computation offers a way of approximating the true posterior through repeated comparisons of obser…