Fast Feature Selection with Fairness Constraints.
Francesco QuinzanRajiv KhannaMoshik HershcovitchSarel CohenDaniel G. WaddingtonTobias FriedrichMichael W. MahoneyPublished in: AISTATS (2023)
Keyphrases
- feature selection
- feature space
- classification accuracy
- feature set
- feature selection algorithms
- constrained optimization
- feature extraction
- unsupervised learning
- text categorization
- feature weighting
- constraint programming
- irrelevant features
- discriminative features
- classification models
- microarray data
- constraint satisfaction
- model selection
- mutual information