Dynamic Model Selection for Prediction Under a Budget.
Feng NanVenkatesh SaligramaPublished in: CoRR (2017)
Keyphrases
- model selection
- cross validation
- bayesian learning
- hyperparameters
- parameter estimation
- model selection criteria
- statistical learning
- mixture model
- regression model
- error estimation
- sample size
- variable selection
- selection criterion
- machine learning
- statistical inference
- generalization error
- motion segmentation
- marginal likelihood
- parameter determination
- feature selection
- information criterion
- data mining
- meta learning
- upper bound
- generalization bounds
- automatic model selection
- bayesian methods
- bayesian information criterion
- leave one out cross validation