An Improved Generalized Variable Elimination Algorithm in Bayesian Networks.
Xiaofang LeiDawn E. HolmesPublished in: IC-AI (2005)
Keyphrases
- elimination algorithm
- bayesian networks
- probabilistic inference
- variable elimination
- inference in bayesian networks
- graphical models
- conditional probabilities
- hadamard transform
- probability distribution
- belief networks
- approximate inference
- probabilistic model
- conditional independence
- structure learning
- random variables
- exact inference
- hidden variables
- continuous variables
- junction tree
- influence diagrams
- maximum likelihood