Lifted Probabilistic Inference with Counting Formulas.
Brian MilchLuke S. ZettlemoyerKristian KerstingMichael HaimesLeslie Pack KaelblingPublished in: AAAI (2008)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- approximate inference
- conditional probabilities
- message passing
- context specific independence
- influence diagrams
- belief networks
- efficient inference
- weighted model counting
- bayesian belief networks
- belief propagation
- decision trees
- random variables
- exact inference
- junction tree
- probabilistic databases
- elimination algorithm
- probability distribution