Automated Model Selection Using Context-Dependent Behaviors.
P. Pandurang NayakLeo JoskowiczSanjaya AddankiPublished in: AAAI (1992)
Keyphrases
- model selection
- context dependent
- cross validation
- parameter estimation
- machine learning
- context free
- regression model
- selection criterion
- bayesian learning
- hyperparameters
- low level
- high level
- gaussian process
- sample size
- statistical learning
- feature selection
- marginal likelihood
- error estimation
- mixture model
- natural language
- motion segmentation
- leave one out cross validation
- meta learning
- generalization error
- variable selection
- statistical inference
- contextual factors
- model selection criteria
- parameter determination
- generative model
- generalization bounds
- information criterion
- mutual information
- active learning
- context sensitive
- hypothesis tests
- automatic model selection