Statistical inference for individual fairness

Subha Maity, Songkai Xue, Mikhail Yurochkin +1

As we rely on machine learning (ML) models to make more consequential decisions, the issue of ML models perpetuating or even exacerbating undesirable historical biases (e.g., gende…