GHADAGE, ADINATH; Pang, Wei; Yi, Dewei - 2023
Given that machine learning has been used in a wide range of applications, it is crucial to mitigate unfairness during training process. This work concentrates on the well-known idea of individual fairness, which holds that similar individuals should be treated similarly in similar tasks...