Streaming Variational Inference for Bayesian Nonparametric Mixture Models.
Alex TankNicholas J. FotiEmily B. FoxPublished in: AISTATS (2015)
Keyphrases
- bayesian nonparametric
- mixture model
- variational inference
- gaussian mixture model
- em algorithm
- probabilistic model
- generative model
- density estimation
- hierarchical dirichlet process
- unsupervised learning
- model selection
- expectation maximization
- exponential family
- language model
- maximum likelihood
- dirichlet process
- probability density function
- bayesian inference
- statistical models
- posterior probability
- hidden variables
- information retrieval