Fast Variational Inference in the Conjugate Exponential Family
James HensmanMagnus RattrayNeil D. LawrencePublished in: CoRR (2012)
Keyphrases
- exponential family
- variational inference
- maximum likelihood
- closed form
- density estimation
- statistical models
- graphical models
- log likelihood
- missing values
- mixture model
- variational methods
- mixed membership
- order statistics
- hidden variables
- probability density function
- probabilistic model
- dirichlet process
- conditional random fields
- markov chain monte carlo
- statistical model
- missing data
- parameter estimation
- text mining
- bayesian networks