Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning.
Y. Horesh, N. Haas, E. Mishraky, Y. Resheff, and S. Lador. PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 590-604. Springer, (2019)