Lifted Hybrid Variational Inference.
Yuqiao ChenYibo YangSriraam NatarajanNicholas RuozziPublished in: CoRR (2020)
Keyphrases
- variational inference
- bayesian inference
- probabilistic graphical models
- exact inference
- graphical models
- topic models
- probabilistic model
- probabilistic inference
- mixture model
- gaussian process
- closed form
- latent dirichlet allocation
- posterior distribution
- variational methods
- exponential family
- approximate inference
- factor graphs
- belief propagation
- generative model
- message passing
- prior information
- first order logic
- parameter estimation
- higher order