M-Estimator based Robust Kernels for Support Vector Machines.
Jiun-Hung ChenPublished in: ICPR (1) (2004)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- kernel methods
- feature selection
- logistic regression
- svm classification
- multi class
- polynomial kernels
- generalization bounds
- svm classifier
- cross validation
- generalization ability
- learning algorithm
- kernel machines
- multiple kernel learning
- feature space
- binary classification
- pairwise
- data sets
- support vector machine
- training examples
- model selection
- least squares