The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice

Andrew Bell, Lucius Bynum, Nazarii Drushchak +3

The ``impossibility theorem'' -- which is considered foundational in algorithmic fairness literature -- asserts that there must be trade-offs between common notions of fairness and…