Probabilistic Programming with Sufficient Statistics for faster Bayesian Computation

Clemens Pichler, Jack Jewson, Alejandra Avalos-Pacheco

Probabilistic programming methods have revolutionised Bayesian inference, making it easier than ever for practitioners to perform Markov-chain-Monte-Carlo sampling from non-conjuga…