Multi-class Active Learning: A Hybrid Informative and Representative Criterion Inspired Approach.
Xi FangZengmao WangXinyao TangChen WuPublished in: CoRR (2018)
Keyphrases
- multi class
- active learning
- feature selection
- multi class problems
- support vector machine
- cost sensitive
- object detection
- multiclass classification
- linear classifiers
- multi class boosting
- multiclass problems
- multi class classification
- semi supervised
- binary classification
- multiple classes
- pairwise
- generalization error
- binary classifiers
- active learner
- multi class svms
- random sampling
- supervised learning
- multi task
- transfer learning
- binary classification problems
- single class
- training set
- learning algorithm
- machine learning
- class probabilities
- training examples
- error correcting output codes
- reinforcement learning
- face recognition
- multi class classifier
- multi class classifiers