Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness

Ian Davidson, S. S. Ravi

Existing work on fairness typically focuses on making known machine learning algorithms fairer. Fair variants of classification, clustering, outlier detection and other styles of a…