Deep Markov Chain Monte Carlo

Babak Shahbaba, Luis Martinez Lomeli, Tian Chen +1

We propose a new computationally efficient sampling scheme for Bayesian inference involving high dimensional probability distributions. Our method maps the original parameter space…