Exploiting Counter-Examples for Active Learning with Partial labels.
Fei ZhangYunjie YeLei FengZhongwen RaoJieming ZhuMarcus KalanderChen GongJianye HaoBo HanPublished in: CoRR (2023)
Keyphrases
- counter examples
- active learning
- annotation effort
- training examples
- label noise
- training set
- labeling effort
- active learning framework
- labeled examples
- selective sampling
- semi supervised
- supervised learning
- learning algorithm
- learning strategies
- unlabeled instances
- active learner
- ground truth labels
- random sampling
- class labels
- logic programs
- experimental design
- partially labeled
- labeled data
- pairwise
- data sets
- transfer learning
- training data
- multi agent
- labeled instances
- unlabeled data
- query by committee
- support vector
- active learning strategies
- domain independent
- label propagation
- multi label
- answer sets