AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition.
Ismini LourentzouDaniel GruhlAlfredo AlbaAnna Lisa GentilePetar RistoskiChad DeLucaSteven R. WelchChengxiang ZhaiPublished in: PETRA (2021)
Keyphrases
- semi supervised
- active learning
- labeled data
- label propagation
- semi supervised learning
- unlabeled data
- unlabeled instances
- label noise
- label information
- active learning framework
- unsupervised learning
- supervised learning
- partially labeled
- multi label learning
- labeling effort
- learning algorithm
- labeled examples
- multi label classification
- fully labeled
- semi supervised classification
- labelled training data
- labeled and unlabeled data
- machine learning
- multi view
- relevance feedback
- pairwise constraints
- random sampling
- unlabeled examples
- class labels
- training examples
- pairwise
- data sets
- experimental design
- batch mode
- incremental learning
- transfer learning