Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image seg...
Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford...
Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning...
Briefing document with a short survey of Bayesian statistics
Kevin Murphy's tutorial, including a recommended reading list.
Article published in JAIR (Journal of AI Research) about a way to implement belief networks by comp...
Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty b...
Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intellig...