FairBoost: Boosting supervised learning for learning on multiple sensitive features.
Ivona ColakovicSaso KarakaticPublished in: Knowl. Based Syst. (2023)
Keyphrases
- supervised learning
- learning algorithm
- unsupervised learning
- learning tasks
- reinforcement learning
- supervised learning algorithms
- statistical learning
- learning systems
- multiple tasks
- neural network
- active learning
- co occurrence
- semi supervised
- semi supervised learning
- prior knowledge
- class labels
- learning process
- feature vectors
- combining multiple
- feature construction
- boosting framework
- supervised training
- partially labeled data
- training examples
- multiple types
- weak classifiers
- online learning
- machine learning