A Tutorial on Inference and Learning in Bayesian Networks Irina Rish Moninder Singh IBM T.J.Watson Research Center rish,[email protected].
Sampling Techniques for Probabilistic and Deterministic Graphical models Bozhena Bidyuk Vibhav Gogate Rina Dechter.
A Tutorial on Inference and Learning
Efficient Learning in High Dimensions with Trees and Mixtures Marina Meila Carnegie Mellon University.
Representation and Reasoning with Graphical Models
SampleSearch: Importance Sampling in the presence of Determinism Rina Dechter Bren school of Information and Computer Sciences University of California,
