FairFinGAN: Fairness-aware Synthetic Financial Data Generation

Tai Le Quy, Dung Nguyen Tuan, Trung Nguyen Thanh +3

Financial datasets often suffer from bias that can lead to unfair decision-making in automated systems. In this work, we propose FairFinGAN, a WGAN-based framework designed to gene…