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