Causal structure learning with momentum: Sampling distributions over Markov Equivalence Classes of DAGs

Moritz Schauer, Marcel Wienöbst

In the context of inferring a Bayesian network structure (directed acyclic graph, DAG for short), we devise a non-reversible continuous time Markov chain, the ``Causal Zig-Zag samp…