Exploring Adversarial Examples for Efficient Active Learning in Machine Learning Classifiers.
Honggang YuShihfeng ZengTeng ZhangIng-Chao LinYier JinPublished in: CoRR (2021)
Keyphrases
- active learning
- machine learning
- training examples
- unlabeled examples
- machine learning algorithms
- decision trees
- supervised learning
- training data
- machine learning methods
- transfer learning
- supervised classification
- learning algorithm
- classifier combination
- learning strategies
- machine learning approaches
- data mining
- labeled data
- inductive learning
- learning tasks
- training samples
- semi supervised learning
- decision boundary
- training set
- pattern recognition
- roc analysis
- linear classifiers
- learning classifier systems
- explanation based learning
- ensemble learning
- learning models
- svm classifier
- test set
- model selection
- feature set
- natural language processing
- multi class
- support vector machine
- support vector
- multi agent