A Dynamic Approach to Probabilistic Inference
Michael C. HorschDavid L. PoolePublished in: CoRR (2013)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- influence diagrams
- belief networks
- approximate inference
- conditional probabilities
- probabilistic reasoning
- bayesian belief networks
- message passing
- weighted model counting
- efficient inference
- context specific independence
- bucket elimination
- elimination algorithm
- junction tree
- exact inference
- domain knowledge
- feature extraction
- knowledge base
- data sets