Lifted First-Order Probabilistic Inference.
Rodrigo de Salvo BrazEyal AmirDan RothPublished in: IJCAI (2005)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- influence diagrams
- context specific independence
- belief networks
- approximate inference
- probabilistic reasoning
- first order logic
- message passing
- weighted model counting
- higher order
- efficient inference
- conditional probabilities
- bayesian belief networks
- bucket elimination
- elimination algorithm
- variable elimination
- junction tree
- polynomial size
- exact inference
- small number
- search algorithm