A Pairwise Fair and Community-preserving Approach to k-Center Clustering

Brian Brubach, Darshan Chakrabarti, John P. Dickerson +3

Clustering is a foundational problem in machine learning with numerous applications. As machine learning increases in ubiquity as a backend for automated systems, concerns about fa…