Testing Sparsity Assumptions in Bayesian Networks

Luke Duttweiler, Sally W. Thurston, Anthony Almudevar

Bayesian network (BN) structure discovery algorithms typically either make assumptions about the sparsity of the true underlying network, or are limited by computational constraint…