Exploiting Qualitative Knowledge in the Learning of Conditional Probabilities of Bayesian Networks

Frank Wittig, Anthony Jameson

Algorithms for learning the conditional probabilities of Bayesian networks with hidden variables typically operate within a high-dimensional search space and yield only locally opt…