Active learning from label proportions via pSVM.
Yue QiuMingjie YanZhensong ChenPublished in: Neurocomputing (2021)
Keyphrases
- active learning
- label noise
- active learning framework
- labeling effort
- unlabeled instances
- semi supervised
- selective sampling
- multi label
- supervised learning
- learning strategies
- random sampling
- learning algorithm
- active learner
- pool based active learning
- unlabeled data
- learning process
- training set
- active learning strategies
- labeled data
- relevance feedback
- experimental design
- image labeling
- ridge regression
- machine learning
- annotation effort
- imbalanced data classification
- batch mode
- class labels
- training examples
- decision trees
- labeling process
- multi label classification
- transfer learning
- information retrieval