How Do Fair Decisions Fare in Long-term Qualification?

Xueru Zhang, Ruibo Tu, Yang Liu +4

Although many fairness criteria have been proposed for decision making, their long-term impact on the well-being of a population remains unclear. In this work, we study the dynamic…