Support vector machines under adversarial label contamination.
Huang XiaoBattista BiggioBlaine NelsonHan XiaoClaudia EckertFabio RoliPublished in: Neurocomputing (2015)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- support vector machine
- label noise
- cross validation
- multi agent
- maximum margin
- multi class classification
- support vectors
- kernel methods
- multi label
- loss function
- hyperplane
- class labels
- machine intelligence
- multi class
- logistic regression
- binary images
- generalization ability
- classification accuracy
- image labeling
- soft margin
- active learning
- learning algorithm
- label assignment