From Fair Decision Making to Social Equality

Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro

The study of fairness in intelligent decision systems has mostly ignored long-term influence on the underlying population. Yet fairness considerations (e.g. affirmative action) hav…