Fast Variational Inference for Joint Mixed Sparse Graphical Models.
Qingyang LiuYuping ZhangPublished in: IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
- graphical models
- variational inference
- probabilistic graphical models
- exact inference
- probabilistic model
- approximate inference
- factor graphs
- exponential family
- belief propagation
- random variables
- markov networks
- probabilistic inference
- bayesian inference
- bayesian networks
- variational methods
- conditional random fields
- structure learning
- topic models
- belief networks
- mixture model
- conditional independence
- high dimensional
- message passing
- latent variables
- generative model
- closed form
- maximum likelihood