Automorphism Groups of Graphical Models and Lifted Variational Inference.
Hung Hai BuiTuyen N. HuynhSebastian RiedelPublished in: UAI (2013)
Keyphrases
- graphical models
- variational inference
- probabilistic graphical models
- exact inference
- probabilistic model
- approximate inference
- exponential family
- probabilistic inference
- belief propagation
- factor graphs
- random variables
- markov networks
- bayesian inference
- belief networks
- bayesian networks
- variational methods
- conditional random fields
- structure learning
- message passing
- mixture model
- conditional independence
- dynamic bayesian networks
- generative model
- probability distribution