Abhishek Roy

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

2023 · arXiv (Cornell University)

Fairness-aware machine learning has garnered significant attention in recent years because of extensive use of machine learning in sensitive applications like judiciary systems. Various heuristics, and optimization frameworks have been proposed to enforce fairness in …