iFlipper: Label Flipping for Individual Fairness

Hantian Zhang, Ki Hyun Tae, Jaeyoung Park +2

As machine learning becomes prevalent, mitigating any unfairness present in the training data becomes critical. Among the various notions of fairness, this paper focuses on the wel…