A filtering approach for model selection.
Rodrigo CarvajalBoris I. GodoyJuan C. AgüeroJuan I. YuzPublished in: ICCA (2011)
Keyphrases
- model selection
- cross validation
- parameter estimation
- sample size
- regression model
- hyperparameters
- selection criterion
- meta learning
- mixture model
- generalization error
- error estimation
- motion segmentation
- statistical learning
- gaussian process
- model selection criteria
- machine learning
- adaptive filtering
- variable selection
- parameter determination
- statistical inference
- bayesian learning
- generalization bounds
- markov random field
- least squares
- learning algorithm