The Fairness-Quality Trade-off in Clustering

Rashida Hakim, Ana-Andreea Stoica, Christos H. Papadimitriou +1

Fairness in clustering has been considered extensively in the past; however, the trade-off between the two objectives -- e.g., can we sacrifice just a little in the quality of the…