Proportional Fairness in Non-Centroid Clustering

Ioannis Caragiannis, Evi Micha, Nisarg Shah

We revisit the recently developed framework of proportionally fair clustering, where the goal is to provide group fairness guarantees that become stronger for groups of data points…