Interpretation and inference in mixture models: Simple MCMC works.
John GewekePublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- mixture model
- dirichlet process
- generative model
- gaussian mixture model
- probabilistic model
- density estimation
- em algorithm
- bayesian inference
- variational inference
- markov chain monte carlo
- expectation maximization
- model selection
- gaussian mixture
- maximum likelihood
- unsupervised learning
- language model
- gibbs sampling
- mixture modeling
- automatic model selection
- finite mixture models
- probability density function
- probabilistic inference
- data sets
- image processing