Patterns Discovery for Efficient Structured Probabilistic Inference.
Lionel TortiChristophe GonzalesPierre-Henri WuilleminPublished in: SUM (2011)
Keyphrases
- probabilistic inference
- graphical models
- context specific independence
- bayesian networks
- conditional probabilities
- belief networks
- bayesian belief networks
- efficient inference
- weighted model counting
- message passing
- influence diagrams
- approximate inference
- machine learning
- belief propagation
- variable elimination
- bucket elimination
- higher order
- random variables
- domain knowledge
- elimination algorithm