Why Gabor frames? Two fundamental measures of coherence and their role in model selection.
Waheed U. BajwaA. Robert CalderbankSina JafarpourPublished in: J. Commun. Networks (2010)
Keyphrases
- model selection
- cross validation
- bayesian learning
- hyperparameters
- parameter estimation
- sample size
- meta learning
- regression model
- motion segmentation
- statistical inference
- marginal likelihood
- machine learning
- selection criterion
- model selection criteria
- statistical learning
- error estimation
- gaussian process
- parameter determination
- variable selection
- mixture model
- face recognition
- feature selection
- generalization error
- feature space
- feature extraction
- bayesian information criterion
- information criterion
- mutual information
- image registration
- moving objects
- learning algorithm