A Geometric Viewpoint of the Selection of the Regularization Parameter in Some Support Vector Machines.
Nandyala HemachandraPuja SahuPublished in: MIKE (2015)
Keyphrases
- regularization parameter
- cross validation
- viewpoint
- support vector
- hyperparameters
- image restoration
- regularization method
- regularization term
- noise variance
- kernel function
- regularized image restoration
- adaptive regularization
- model selection
- regularization methods
- generalized cross validation
- closed form
- support vector machine
- kernel methods
- noise level
- bayesian inference
- sample size
- training examples
- active contours
- higher order