Infinity-Norm Support Vector Machines Against Adversarial Label Contamination.
Ambra DemontisBattista BiggioGiorgio FumeraGiorgio GiacintoFabio RoliPublished in: ITASEC (2017)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- feature selection
- cross validation
- classification accuracy
- loss function
- maximum margin
- kernel function
- support vector machine
- binary classification
- learning algorithm
- kernel methods
- generalization ability
- support vectors
- soft margin
- label noise
- ls svm
- support vector regression
- multi label
- training examples
- least squares