Look and You Will Find It: Fairness-Aware Data Collection through Active Learning.
Hilde J. P. WeertsRenée TheunissenMartijn C. WillemsenPublished in: IAL@PKDD/ECML (2023)
Keyphrases
- data collection
- active learning
- learning strategies
- random sampling
- data analysis
- supervised learning
- collected data
- collecting data
- labeled data
- sensor networks
- machine learning
- experimental design
- semi supervised
- relevance feedback
- training examples
- learning process
- active learning strategies
- training set
- learning algorithm
- game theory
- selective sampling
- mobile computing
- batch mode
- cost sensitive
- annotation effort
- evolutionary algorithm
- real time
- batch mode active learning
- imbalanced data classification
- class imbalance
- unlabeled data
- online learning
- multi class
- feature space
- neural network