Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization.
Zbynek PitraJakub RepickýMartin HolenaPublished in: IAL@PKDD/ECML (2018)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- mixture model
- sample size
- bayesian learning
- regression model
- statistical learning
- meta learning
- information criterion
- variable selection
- machine learning
- model selection criteria
- selection criterion
- error estimation
- bayesian model selection
- generalization error
- prior knowledge
- feature selection
- bayesian methods
- motion segmentation
- marginal likelihood
- training data