Heuristic Assignment of CPDs for Probabilistic Inference in Junction Trees.
Dan WuNasreen Mirza TaniaKaren H. JinPublished in: ICTAI (2009)
Keyphrases
- probabilistic inference
- junction tree
- weighted model counting
- graphical models
- bayesian networks
- influence diagrams
- inference in bayesian networks
- belief networks
- message passing
- approximate inference
- conditional probabilities
- bayesian belief networks
- graphical structure
- search algorithm
- dynamic programming
- exact inference
- probability distribution
- optimal solution