BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

Yuyang Xue, Junyu Yan, Raman Dutt +4

Developing models with robust group fairness properties is paramount, particularly in ethically sensitive domains such as medical diagnosis. Recent approaches to achieving fairness…