On the Foundations of Cycles in Bayesian Networks

Christel Baier, Clemens Dubslaff, Holger Hermanns +1

Bayesian networks (BNs) are a probabilistic graphical model widely used for representing expert knowledge and reasoning under uncertainty. Traditionally, they are based on directed…