The BYY annealing learning algorithm for Gaussian mixture with automated model selection.
Jinwen MaJianfeng LiuPublished in: Pattern Recognit. (2007)
Keyphrases
- model selection
- gaussian mixture
- mixture model
- learning algorithm
- model selection criteria
- selection criterion
- generalization error
- cross validation
- machine learning
- gaussian mixture model
- em algorithm
- expectation maximization
- hyperparameters
- parameter estimation
- closed form
- covariance matrix
- unsupervised learning
- sample size
- density estimation
- automatic model selection
- probability density function
- regression model
- variable selection
- bayesian methods
- feature selection
- machine learning algorithms
- training data
- information criterion
- active learning
- bayesian information criterion
- selection criteria
- reinforcement learning
- gaussian process
- probability distribution
- generalization bounds
- maximum a posteriori
- marginal likelihood
- nearest neighbor
- outlier detection