Disagreement-Based Active Learning in Online Settings.
Boshuang HuangSudeep SalgiaQing ZhaoPublished in: IEEE Trans. Signal Process. (2022)
Keyphrases
- active learning
- online learning
- batch mode
- learning strategies
- supervised learning
- pool based active learning
- unlabeled data
- training examples
- learning algorithm
- semi supervised
- annotation effort
- training set
- learning process
- random sampling
- machine learning
- real time
- selective sampling
- semi supervised learning
- relevance feedback
- transfer learning
- online advertising
- multiscale
- similarity measure
- sample selection
- crowd sourced
- active learning strategies
- information systems
- real world