Entropy Numbers, Operators and Support Vector Kernels.
Robert C. WilliamsonAlexander J. SmolaBernhard SchölkopfPublished in: EuroCOLT (1999)
Keyphrases
- support vector
- kernel function
- kernel methods
- classification accuracy
- support vector machine
- polynomial kernels
- margin maximization
- rbf kernel
- mutual information
- information theory
- svm classification
- morphological operators
- logistic regression
- loss function
- kernel machines
- binary classification
- training data
- feature selection
- generalization ability
- gaussian kernels
- maximum margin
- learning machines
- positive definite
- support vector regression
- neural network
- information theoretic
- cross validation
- feature space
- radial basis function
- support vectors
- information entropy
- multiscale
- large margin classifiers
- support vector classification
- linear svm
- hyperplane
- translation invariant
- kernel learning
- reproducing kernel hilbert space
- svm classifier
- multi class
- face recognition
- machine learning