Mixture model selection via hierarchical BIC.
Jianhua ZhaoLibin JinLei ShiPublished in: Comput. Stat. Data Anal. (2015)
Keyphrases
- mixture model
- bayesian information criterion
- model selection
- maximum likelihood
- selection criterion
- gaussian mixture model
- em algorithm
- automatic model selection
- unsupervised learning
- expectation maximization
- probabilistic model
- language model
- generative model
- density estimation
- mixture modeling
- cross validation
- information criterion
- hyperparameters
- dirichlet processes
- dirichlet process
- bayesian nonparametric
- learning algorithm
- probabilistic mixture model
- hierarchical dirichlet process
- variable selection
- training data
- image processing