ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods

MaryBeth Defrance, Maarten Buyl, Tijl De Bie

Numerous methods have been implemented that pursue fairness with respect to sensitive features by mitigating biases in machine learning. Yet, the problem settings that each method…