Achieving Fairness Without Harm via Selective Demographic Experts

Xuwei Tan, Yuanlong Wang, Thai-Hoang Pham +2

As machine learning systems become increasingly integrated into human-centered domains such as healthcare, ensuring fairness while maintaining high predictive performance is critic…