Finite Two-Dimensional Beta Mixture Models: Model Selection and Applications.
Narges ManouchehriJaspreet Singh KalsiManar AmayriNizar BouguilaPublished in: ISIE (2019)
Keyphrases
- model selection
- mixture model
- cross validation
- gaussian mixture model
- hyperparameters
- sample size
- parameter estimation
- automatic model selection
- regression model
- density estimation
- generalization error
- feature selection
- unsupervised learning
- gaussian process
- leave one out cross validation
- model selection criteria
- machine learning
- em algorithm
- variable selection
- bayesian methods
- selection criterion
- information criterion
- dimensionality reduction
- probability distribution
- bayesian information criterion