Efficient computation of marginal probabilities in multivalued causal inverted multiway trees given incomplete information.
Dawn E. HolmesPaul C. RhodesGerald R. GarsidePublished in: Int. J. Intell. Syst. (1999)
Keyphrases
- incomplete information
- efficient computation
- marginal probabilities
- graphical models
- loopy belief propagation
- upper and lower bounds
- autonomous agents
- probabilistic inference
- computational efficiency
- belief propagation
- probability distribution
- bayesian networks
- conditional probabilities
- joint distribution
- marginal distributions
- random variables
- variational methods
- machine learning
- artificial intelligence
- conditional random fields
- first order logic
- causal models
- worst case