Stochastic Complexity for Mixture of Exponential Families in Variational Bayes.
Kazuho WatanabeSumio WatanabePublished in: ALT (2005)
Keyphrases
- variational bayes
- exponential family
- gaussian mixture model
- mixture model
- maximum likelihood
- log likelihood
- density estimation
- closed form
- graphical models
- missing values
- statistical models
- bayesian learning
- hidden variables
- bayesian inference
- expectation maximization
- variational methods
- latent variables
- hyperparameters
- em algorithm
- free energy
- probability density function
- latent dirichlet allocation
- probabilistic model
- order statistics
- gaussian process
- posterior distribution
- generative model
- markov chain monte carlo
- structure learning
- parameter estimation