Dynamic Model Selection With its Applications to Novelty Detection.
Kenji YamanishiYuko MaruyamaPublished in: IEEE Trans. Inf. Theory (2007)
Keyphrases
- model selection
- novelty detection
- cross validation
- text filtering
- hyperparameters
- bayesian learning
- regression model
- parameter estimation
- sample size
- model selection criteria
- mixture model
- anomaly detection
- generalization error
- feature selection
- statistical inference
- unsupervised learning
- error estimation
- machine learning
- variable selection
- marginal likelihood
- gaussian process
- concept drift
- information criterion
- parameter determination
- bayesian methods
- selection criterion
- semi supervised