Lifted graphical models: a survey.
Angelika KimmigLilyana MihalkovaLise GetoorPublished in: Mach. Learn. (2015)
Keyphrases
- graphical models
- probabilistic inference
- belief propagation
- probabilistic model
- approximate inference
- random variables
- bayesian networks
- probabilistic graphical models
- conditional random fields
- markov networks
- map inference
- belief networks
- structure learning
- graph structure
- gaussian graphical models
- factor graphs
- loopy belief propagation
- exact inference
- conditional independence
- message passing
- graphical structure
- chain graphs
- latent variables