Lifted Variable Elimination: A Novel Operator and Completeness Results
Nima TaghipourDaan FierensGuy Van den BroeckJesse DavisHendrik BlockeelPublished in: CoRR (2012)
Keyphrases
- variable elimination
- probabilistic inference
- graphical models
- bayesian networks
- belief networks
- conditional probabilities
- elimination algorithm
- inference in bayesian networks
- approximate inference
- message passing
- influence diagrams
- data quality
- junction tree
- neural network
- belief propagation
- probabilistic model
- conditional random fields
- model selection
- computational complexity
- training data
- image segmentation