A Generalized Mean Field Algorithm for Variational Inference in Exponential Families
Eric P. XingMichael I. JordanStuart J. RussellPublished in: CoRR (2012)
Keyphrases
- variational inference
- bayesian inference
- exponential family
- probabilistic model
- closed form
- posterior distribution
- topic models
- variational methods
- mixture model
- probabilistic graphical models
- gaussian process
- expectation maximization
- generative model
- em algorithm
- energy function
- maximum likelihood
- probability distribution
- k means