Epistemic irrelevance in credal nets: the case of imprecise Markov trees

Gert de Cooman, Filip Hermans, Alessandro Antonucci +1

We focus on credal nets, which are graphical models that generalise Bayesian nets to imprecise probability. We replace the notion of strong independence commonly used in credal net…