Lifted Probabilistic Inference: A Guide for the Database Researcher.
Eric GribkoffDan SuciuGuy Van den BroeckPublished in: IEEE Data Eng. Bull. (2014)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- probabilistic reasoning
- conditional probabilities
- weighted model counting
- approximate inference
- belief networks
- message passing
- influence diagrams
- context specific independence
- bucket elimination
- variable elimination
- bayesian belief networks
- efficient inference
- exact inference
- data sets
- belief propagation
- higher order
- elimination algorithm
- relational databases
- machine learning