Exemplar Guided Active Learning.
Jason S. HartfordKevin Leyton-BrownHadas RavivDan PadnosShahar LevBarak LenzPublished in: NeurIPS (2020)
Keyphrases
- active learning
- training set
- learning algorithm
- random sampling
- semi supervised
- learning strategies
- databases
- machine learning
- labeled data
- pool based active learning
- supervised learning
- batch mode active learning
- annotation effort
- batch mode
- class imbalance
- generalization error
- training data
- transfer learning
- data sets
- relevance feedback
- upper bound
- multi agent
- information systems
- music emotion classification