Scaling Up Bayesian DAG Sampling

Daniele Nikzad, Alexander Zhilkin, Juha Harviainen +3

Bayesian inference of Bayesian network structures is often performed by sampling directed acyclic graphs along an appropriately constructed Markov chain. We present two techniques…