Overcoming Overconfidence for Active Learning.
Yujin HwangWon JoJuyoung HongYukyung ChoiPublished in: CoRR (2023)
Keyphrases
- active learning
- machine learning
- experimental design
- training examples
- training set
- learning algorithm
- supervised learning
- semi supervised learning
- learning strategies
- query by committee
- batch mode active learning
- semi supervised
- relevance feedback
- sample selection
- random sampling
- cost sensitive
- pool based active learning
- batch mode
- labeled data
- online learning
- class imbalance
- data mining
- generalization error
- selective sampling
- active learning strategies
- support vector machine
- special case