Model Selection with Piecewise Regular Gauges.
Samuel VaiterMohammad GolbabaeeJalal FadiliGabriel PeyréPublished in: CoRR (2013)
Keyphrases
- model selection
- cross validation
- hyperparameters
- mixture model
- statistical learning
- machine learning
- parameter estimation
- meta learning
- regression model
- bayesian learning
- motion segmentation
- statistical inference
- selection criterion
- sample size
- error estimation
- gaussian process
- feature selection
- marginal likelihood
- generalization error
- hypothesis tests
- generalization bounds
- least squares
- bayesian information criterion
- decision trees
- parameter determination
- automatic model selection