Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness. - Jack K. Fitzsimons; AbdulRahman Al Ali; Michael A. Osborne; Stephen J. Roberts (CoRR, 2018)

A General Framework for Fair Regression. - Jack K. Fitzsimons; AbdulRahman Al Ali; Michael A. Osborne; Stephen J. Roberts (Entropy, 2019)