Compiling Bayesian Networks Using Variable Elimination.
Mark ChaviraAdnan DarwichePublished in: IJCAI (2007)
Keyphrases
- variable elimination
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- posterior probability
- probabilistic model
- probability distribution
- belief networks
- graphical models
- random variables
- conditional probabilities
- structure learning
- hidden variables
- exact inference
- approximate inference
- parameter learning