Regularized multi-class semi-supervised boosting.
Amir SaffariChristian LeistnerHorst BischofPublished in: CVPR (2009)
Keyphrases
- multi class
- semi supervised
- boosting algorithms
- multi class learning
- base classifiers
- pairwise
- cost sensitive
- multi class boosting
- pairwise constraints
- multiclass classification
- labeled data
- feature selection
- semi supervised learning
- supervised learning
- multi class classification
- unlabeled data
- support vector machine
- binary classification
- binary classification problems
- ensemble learning
- multiple classes
- active learning
- object detection
- binary classifiers
- multi class problems
- multi class svm
- multiple instance learning
- labeled and unlabeled data
- metric learning
- cost sensitive learning
- kernel machines
- soft margin
- kernel logistic regression
- multi class object detection
- error correcting output codes
- weak classifiers
- class distribution
- ensemble methods