An efficient discrimination discovery method for fairness testing.
Shinya SanoTakashi KitamuraShingo TakadaPublished in: SEKE (2022)
Keyphrases
- computationally efficient
- classification method
- synthetic data
- high precision
- computational cost
- main contribution
- evaluation method
- fully automatic
- significant improvement
- segmentation method
- data mining
- detection method
- theoretical analysis
- test data
- error rate
- feature set
- knn
- classification accuracy
- dynamic programming
- learning algorithm
- genetic algorithm