Using Tree-Decomposable Structures to Approximate Belief Networks
Sumit SarkarPublished in: CoRR (2013)
Keyphrases
- belief networks
- junction tree
- conditional probability tables
- bayesian belief networks
- graphical models
- probabilistic inference
- probabilistic reasoning
- conditional probabilities
- probability distribution
- graphical representation
- belief propagation
- stochastic simulation
- image processing
- exact inference
- markov networks
- belief nets
- probabilistic model
- bayesian networks
- data sets