Fairness by Explicability and Adversarial SHAP Learning. - James M. Hickey; Pietro G. Di Stefano; Vlasios Vasileiou (ECML/PKDD (3), 2020)

Counterfactual fairness: removing direct effects through regularization. - Pietro G. Di Stefano; James M. Hickey; Vlasios Vasileiou (CoRR, 2020)

Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms. - Gareth P. Jones; James M. Hickey; Pietro G. Di Stefano; Charanpal Dhanjal; Laura C. Stoddart; Vlasios Vasileiou (CoRR, 2020)