Interpretable Active Learning.
Richard L. PhillipsKyu Hyun ChangSorelle A. FriedlerPublished in: FAT (2018)
Keyphrases
- active learning
- semi supervised
- random sampling
- learning strategies
- labeled data
- machine learning
- supervised learning
- unlabeled data
- learning process
- selective sampling
- learning algorithm
- classification rules
- batch mode active learning
- pool based active learning
- active learning strategies
- imbalanced data classification
- training examples
- experimental design
- sample selection
- online learning
- multi class
- training set
- music emotion classification
- transfer learning
- database
- batch mode
- semi supervised learning
- e learning