Parallelizing Probabilistic Inference: Some Early Explorations.
Bruce D'AmbrosioTony FountainZhaoyu LiPublished in: UAI (1992)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- probabilistic reasoning
- influence diagrams
- conditional probabilities
- message passing
- approximate inference
- context specific independence
- efficient inference
- belief networks
- weighted model counting
- variable elimination
- parallel processing
- bayesian belief networks
- exact inference
- domain knowledge
- pairwise
- bucket elimination
- image processing
- junction tree
- elimination algorithm