Automated Refinement of Bayes Networks ’ Parameters based on Test Ordering Constraints
NIPS 2011 (2011) 1-9
Evaluation Results for a Query-Based Diagnostics Application
Probabilistic Graphical Models 2010 (2010)
John Mark Agosta is a senior researcher at Toyota ITC, Mountain View, CA. His goal is to advance interactive, decision-theoretic methods to make vehicles safer, better integrated into person's lives, and more fun. His work involves developing probabilistic models in problem solving, diagnosis, and user dialog. He is an occasional visitor at the Santa Fe Institute, New Mexico.