Joseph Corcoran

A Birth and Death Process for Bayesian Network Structure Inference

2016 · arXiv (Cornell University)

Bayesian networks (BNs) are graphical models that are useful for representing high-dimensional probability distributions. There has been a great deal of interest in recent years in the NP-hard problem of learning the structure of a …