Exploiting Evidence in Probabilistic Inference.
Mark ChaviraDavid AllenAdnan DarwichePublished in: UAI (2005)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- conditional probabilities
- context specific independence
- message passing
- approximate inference
- weighted model counting
- efficient inference
- influence diagrams
- belief networks
- elimination algorithm
- probabilistic reasoning
- bucket elimination
- exact inference
- bayesian belief networks
- image processing
- random variables
- multi view
- junction tree
- variable elimination
- distributed systems
- feature selection