FAIRLABEL: Correcting Bias in Labels

Srinivasan H Sengamedu, Hien Pham

There are several algorithms for measuring fairness of ML models. A fundamental assumption in these approaches is that the ground truth is fair or unbiased. In real-world datasets,…