Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks

Danai Deligeorgaki, Alex Markham, Pratik Misra +1

We consider the problem of estimating the marginal independence structure of a Bayesian network from observational data, learning an undirected graph we call the unconditional depe…