Impacts of Individual Fairness on Group Fairness from the Perspective of Generalized Entropy

Youngmi Jin, Jio Gim, Tae-Jin Lee +1

This paper investigates how the degree of group fairness changes when the degree of individual fairness is actively controlled. As a metric quantifying individual fairness, we cons…