Computing marginal probabilities in causal inverted binary trees given incomplete information.
Paul C. RhodesGerald R. GarsidePublished in: Knowl. Based Syst. (1998)
Keyphrases
- incomplete information
- binary trees
- marginal probabilities
- upper and lower bounds
- graphical models
- probabilistic inference
- loopy belief propagation
- belief propagation
- probability distribution
- conditional probabilities
- autonomous agents
- variational methods
- series parallel
- bayesian networks
- marginal distributions
- binary tree
- first order logic
- joint distribution
- approximate inference
- knowledge base
- upper bound
- dynamic programming
- pairwise
- expert systems
- hash tables