Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs.
Kristiaan PelckmansJohan A. K. SuykensBart De MoorPublished in: ICONIP (2004)
Keyphrases
- tikhonov regularization
- image restoration
- ls svm
- regularization parameter
- least squares
- reproducing kernel hilbert space
- kernel matrix
- cross validation
- hyperparameters
- loss function
- image processing
- variable selection
- learning theory
- closed form
- model selection
- markov random field
- improved algorithm
- linear model
- probabilistic model
- support vector