Structure Learning with Adaptive Random Neighborhood Informed MCMC

Alberto Caron, Xitong Liang, Samuel Livingstone +1

In this paper, we introduce a novel MCMC sampler, PARNI-DAG, for a fully-Bayesian approach to the problem of structure learning under observational data. Under the assumption of ca…