Evaluating Probabilistic Inference Techniques: A Question of "When, " not "Which".
Cory J. ButzPublished in: SUM (2011)
Keyphrases
- probabilistic inference
- graphical models
- probabilistic reasoning
- bayesian networks
- message passing
- weighted model counting
- approximate inference
- influence diagrams
- efficient inference
- context specific independence
- belief networks
- conditional probabilities
- variable elimination
- bayesian belief networks
- elimination algorithm
- bucket elimination
- domain knowledge
- exact inference
- belief propagation
- small number
- probability distribution