Foundations of probabilistic inference with uncertain evidence.
Frank J. GroenAli MoslehPublished in: Int. J. Approx. Reason. (2005)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- approximate inference
- context specific independence
- influence diagrams
- bayesian belief networks
- belief networks
- conditional probabilities
- weighted model counting
- message passing
- probabilistic reasoning
- efficient inference
- variable elimination
- exact inference
- bucket elimination
- decision making
- belief propagation
- decision problems
- probabilistic model
- dynamic programming
- random variables
- multi view
- small number
- decision trees