Streaming Variational Bayes.
Tamara BroderickNicholas BoydAndre WibisonoAshia C. WilsonMichael I. JordanPublished in: CoRR (2013)
Keyphrases
- variational bayes
- latent variables
- bayesian inference
- gaussian mixture model
- hyperparameters
- data streams
- free energy
- bayesian learning
- latent dirichlet allocation
- posterior distribution
- log likelihood
- exponential family
- model selection
- closed form
- expectation maximization
- markov chain monte carlo
- incremental learning
- cross validation
- random sampling
- em algorithm
- particle filter
- markov random field