Constraint Processing in Lifted Probabilistic Inference
Jacek KisynskiDavid PoolePublished in: CoRR (2012)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- approximate inference
- conditional probabilities
- belief networks
- influence diagrams
- probabilistic reasoning
- context specific independence
- efficient inference
- weighted model counting
- message passing
- bucket elimination
- variable elimination
- bayesian belief networks
- elimination algorithm
- exact inference
- belief propagation
- small number
- prior knowledge
- artificial neural networks