Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost

Marina Knittel, Max Springer, John P. Dickerson +1

Clustering is a fundamental building block of modern statistical analysis pipelines. Fair clustering has seen much attention from the machine learning community in recent years. We…