Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization.
Xiaobai LiuXiaotong YuanShuicheng YanHai JinPublished in: ICCV (2011)
Keyphrases
- multi class
- semi supervised
- pairwise
- multi class svms
- semi supervised learning
- kernel machines
- multi class classification
- binary classification
- labeled data
- multiclass problems
- multiclass classification
- support vector machine
- cost sensitive
- feature selection
- unlabeled data
- supervised learning
- active learning
- multiclass learning
- object detection
- support vector
- multi class classifier
- large margin classifiers
- low rank
- multi class classifiers
- multi class svm
- max margin
- pairwise constraints
- statistical learning theory
- svm classifier
- binary classification problems
- multiple classes
- cost sensitive learning
- binary classifiers
- linear classifiers
- metric learning
- kernel function
- training data