Inherent Trade-offs in the Fair Allocation of Treatments

Yuzi He, Keith Burghardt, Siyi Guo +1

Explicit and implicit bias clouds human judgement, leading to discriminatory treatment of minority groups. A fundamental goal of algorithmic fairness is to avoid the pitfalls in hu…