Fairness Uncertainty Quantification: How certain are you that the model is fair?

Abhishek Roy, Prasant Mohapatra

Fairness-aware machine learning has garnered significant attention in recent years because of extensive use of machine learning in sensitive applications like judiciary systems. Va…