Lloyd Allison

The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality

2019 · arXiv (Cornell University)

A family of Markov blankets in a faithful Bayesian network satisfies the symmetry and consistency properties. In this paper, we draw a bijection between families of consistent Markov blankets and moral graphs. We define the …