A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms

Nil-Jana Akpinar, Manish Nagireddy, Logan Stapleton +4

Motivated by the growing importance of reducing unfairness in ML predictions, Fair-ML researchers have presented an extensive suite of algorithmic 'fairness-enhancing' remedies. Mo…