Automorphism Groups of Graphical Models and Lifted Variational Inference.
Hung Hai BuiTuyen N. HuynhSebastian RiedelPublished in: StarAI@UAI (2012)
Keyphrases
- graphical models
- variational inference
- probabilistic graphical models
- exact inference
- approximate inference
- probabilistic model
- probabilistic inference
- exponential family
- factor graphs
- belief propagation
- variational methods
- bayesian inference
- markov networks
- random variables
- bayesian networks
- conditional random fields
- belief networks
- structure learning
- conditional independence
- mixture model
- message passing
- conditional probabilities
- dynamic bayesian networks
- machine learning
- latent variables