Probabilistic inference in multiply connected belief networks using loop cutsets.
Henri Jacques SuermondtGregory F. CooperPublished in: Int. J. Approx. Reason. (1990)
Keyphrases
- probabilistic inference
- belief networks
- graphical models
- bayesian belief networks
- probabilistic reasoning
- conditional probabilities
- exact inference
- influence diagrams
- weighted model counting
- approximate inference
- belief propagation
- probability distribution
- variable elimination
- neural network
- multilayer perceptron
- machine learning
- random variables
- linear combination
- structured prediction
- high quality