Collapsed Variational Bayes Inference of Infinite Relational Model.
Katsuhiko IshiguroIssei SatoNaonori UedaPublished in: CoRR (2014)
Keyphrases
- variational bayes
- bayesian inference
- hyperparameters
- latent variables
- bayesian learning
- gaussian mixture model
- posterior distribution
- free energy
- model selection
- latent dirichlet allocation
- cross validation
- exponential family
- log likelihood
- expectation propagation
- expectation maximization
- prior information
- support vector
- graphical models
- markov chain monte carlo
- gaussian process
- probabilistic model
- random variables
- graph cuts
- incremental learning
- random sampling
- maximum likelihood
- probability distribution
- noise level
- variational inference
- probabilistic inference
- feature selection