Structured Stein Variational Inference for Continuous Graphical Models.
Dilin WangZhe ZengQiang LiuPublished in: CoRR (2017)
Keyphrases
- graphical models
- variational inference
- probabilistic graphical models
- exact inference
- probabilistic model
- approximate inference
- factor graphs
- exponential family
- belief propagation
- random variables
- variational methods
- probabilistic inference
- bayesian inference
- markov networks
- bayesian networks
- conditional random fields
- gaussian process
- mixture model
- conditional independence
- structure learning
- belief networks
- latent variables
- hyperparameters
- dynamic bayesian networks
- generative model
- knowledge representation
- closed form
- topic models