Feature selection under fairness constraints.
Ginel DorleonImen MegdicheNathalie Bricon-SoufOlivier TestePublished in: SAC (2022)
Keyphrases
- feature selection
- text categorization
- mutual information
- feature selection algorithms
- feature set
- constraint programming
- constraint satisfaction
- global constraints
- feature weighting
- constrained optimization
- feature space
- machine learning
- game theory
- high dimensionality
- linear constraints
- resource constraints
- resource allocation
- information gain
- discriminative features
- classification models
- microarray
- unsupervised learning
- multi class
- classification accuracy
- evolutionary algorithm
- search space
- feature extraction
- information retrieval