The PITA System for Logical-Probabilistic Inference.
Fabrizio RiguzziTerrance SwiftPublished in: ILP (Late Breaking Papers) (2011)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- influence diagrams
- weighted model counting
- efficient inference
- probabilistic reasoning
- message passing
- context specific independence
- belief networks
- approximate inference
- conditional probabilities
- bucket elimination
- variable elimination
- bayesian belief networks
- exact inference
- elimination algorithm
- data sets
- search algorithm
- belief propagation
- logic programs
- pairwise