Structure Learning in Bayesian Networks of Moderate Size by Efficient Sampling

Ru He, Jin Tian, Huaiqing Wu

We study the Bayesian model averaging approach to learning Bayesian network structures (DAGs) from data. We develop new algorithms including the first algorithm that is able to eff…