Lifted Probabilistic Inference for Asymmetric Graphical Models.
Guy Van den BroeckMathias NiepertPublished in: AAAI (2015)
Keyphrases
- probabilistic inference
- graphical models
- belief propagation
- approximate inference
- probabilistic model
- probabilistic graphical models
- random variables
- bayesian networks
- influence diagrams
- exact inference
- probabilistic reasoning
- belief networks
- structure learning
- bayesian belief networks
- conditional random fields
- probabilistic networks
- markov networks
- conditional independence
- factor graphs
- message passing
- graph structure
- feature selection
- logic programming
- higher order
- search space