SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks

Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska +3

In second-order uncertain Bayesian networks, the conditional probabilities are only known within distributions, i.e., probabilities over probabilities. The delta-method has been ap…