Lifted Variable Elimination: Decoupling the Operators from the Constraint Language.
Nima TaghipourDaan FierensJesse DavisHendrik BlockeelPublished in: J. Artif. Intell. Res. (2013)
Keyphrases
- variable elimination
- constraint language
- probabilistic inference
- graphical models
- integrity constraints
- constraint networks
- bayesian networks
- object oriented
- belief networks
- inference in bayesian networks
- modeling language
- influence diagrams
- approximate inference
- message passing
- process model
- conditional probabilities
- metamodel
- exact inference
- constraint satisfaction
- special case
- database systems
- database
- junction tree
- case study
- random variables
- databases