Fair Clustering: Critique, Caveats, and Future Directions

John Dickerson, Seyed A. Esmaeili, Jamie Morgenstern +1

Clustering is a fundamental problem in machine learning and operations research. Therefore, given the fact that fairness considerations have become of paramount importance in algor…