External Resource

Inherent Trade-Offs in the Fair Determination of Risk Scores

Kleinberg, Mullainathan & Raghavan (2016)

Proves that common statistical fairness criteria cannot all be satisfied simultaneously except in trivial cases — complicating any simple notion of algorithmic 'fair treatment.'

Theses this informs

Right to Dignity, Fair Treatment, and Non-discriminationChallenges
Universal ValuesChallenges