Model selection: From LTI to switched-LPV.
Ricardo S. Sánchez PeñaFernando Daniel BianchiPublished in: ACC (2012)
Keyphrases
- model selection
- cross validation
- hyperparameters
- statistical learning
- parameter estimation
- bayesian learning
- regression model
- machine learning
- meta learning
- motion segmentation
- feature selection
- statistical inference
- selection criterion
- mixture model
- variable selection
- sample size
- gaussian process
- error estimation
- bayesian information criterion
- automatic model selection
- generalization error
- leave one out cross validation
- parameter determination
- bayesian methods
- least squares