Proportionally Representative Clustering

Haris Aziz, Barton E. Lee, Sean Morota Chu +1

In recent years, there has been a surge in effort to formalize notions of fairness in machine learning. We focus on centroid clustering--one of the fundamental tasks in unsupervise…