Semi-Amortized Bayesian Inference with Reusable Local Posteriors

Niek Stevenson, Paul-Christian Bürkner, Andrew Heathcote +1

Amortized Bayesian inference uses simulations to perform Bayesian estimation when likelihoods are expensive or analytically unavailable. However, learning the full joint posterior…