Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure

Gaurav Maheshwari, Aurélien Bellet, Pascal Denis +1

In this paper, we introduce a data augmentation approach specifically tailored to enhance intersectional fairness in classification tasks. Our method capitalizes on the hierarchica…