Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation

Yifei Wang, Zhengyang Zhou, Liqin Wang +4

When using machine learning to aid decision-making, it is critical to ensure that an algorithmic decision is fair and does not discriminate against specific individuals/groups, par…