Structured probabilistic inference.
Pierre-Henri WuilleminLionel TortiPublished in: Int. J. Approx. Reason. (2012)
Keyphrases
- probabilistic inference
- graphical models
- influence diagrams
- bayesian networks
- conditional probabilities
- belief networks
- approximate inference
- message passing
- probabilistic reasoning
- weighted model counting
- exact inference
- context specific independence
- efficient inference
- variable elimination
- probability distribution
- bayesian belief networks
- bucket elimination
- belief propagation
- small number
- conditional random fields
- higher order
- junction tree
- classification accuracy
- elimination algorithm
- probabilistic model
- learning algorithm
- machine learning