2 papers
cs.LG2023
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…
cs.GT2023
Matching Algorithms under Diversity-Based Reservations
Haris Aziz, Sean Morota Chu, Zhaohong Sun
Selection under category or diversity constraints is a ubiquitous and widely-applicable problem that is encountered in immigration, school choice, hiring, and healthcare rationing.…