Structured Variational Inference Procedures and their Realizations.
Dan GeigerChristopher MeekPublished in: AISTATS (2005)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- mixture model
- probabilistic model
- probabilistic graphical models
- variational methods
- posterior distribution
- latent dirichlet allocation
- closed form
- exponential family
- exact inference
- approximate inference
- graphical models
- random variables
- markov networks
- bayesian networks
- statistical model
- em algorithm
- higher order
- latent variables
- prior information
- generative model
- maximum likelihood
- probability distribution
- factor graphs
- image segmentation