Slice sampling mixture models.
Maria KalliJim E. GriffinStephen G. WalkerPublished in: Stat. Comput. (2011)
Keyphrases
- mixture model
- em algorithm
- gaussian mixture model
- generative model
- density estimation
- model selection
- expectation maximization
- probabilistic model
- unsupervised learning
- maximum likelihood
- random sampling
- language model
- sample size
- finite mixtures
- automatic model selection
- mixture modeling
- learning process
- maximum likelihood estimation
- model based clustering
- probability density function
- dimensionality reduction
- log linear models
- finite mixture models
- dirichlet prior
- image segmentation
- computer vision