Exploiting Contextual Independence In Probabilistic Inference
David L. PooleNevin Lianwen ZhangPublished in: CoRR (2011)
Keyphrases
- probabilistic inference
- context specific independence
- graphical models
- bayesian networks
- conditional probabilities
- approximate inference
- probabilistic reasoning
- influence diagrams
- message passing
- belief networks
- conditional independence
- weighted model counting
- efficient inference
- bayesian belief networks
- elimination algorithm
- variable elimination
- exact inference
- machine learning
- feature set
- bucket elimination