Fairness without Demographics through Learning Graph of Gradients

Yingtao Luo, Zhixun Li, Qiang Liu +1

Machine learning systems are notoriously prone to biased predictions about certain demographic groups, leading to algorithmic fairness issues. Due to privacy concerns and data qual…