Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networks.

Nevin Lianwen Zhang

Published in: PRICAI (1998)

Keyphrases

inference in bayesian networks
conditional probabilities
bayesian networks
probabilistic inference
exact inference
junction tree
conditional probability tables
approximate inference

graphical models
belief networks
probability distribution
probabilistic model
posterior probability
bayesian belief networks
random variables

structure learning
influence diagrams
probabilistic graphical models
conditional independence
markov networks
parameter learning
gibbs sampling

conditional random fields
variational methods
incomplete data
bayesian inference
higher order
causal independence
support vector