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