Intersectionality: Multiple Group Fairness in Expectation Constraints

Jack Fitzsimons, Michael Osborne, Stephen Roberts

Group fairness is an important concern for machine learning researchers, developers, and regulators. However, the strictness to which models must be constrained to be considered fa…