Fast and effective algorithms for fair clustering at scale

Claudio Mantuano, Manuel Kammermann, Philipp Baumann

Clustering is an unsupervised machine learning task that consists of identifying groups of similar objects. It has numerous applications and is increasingly used in fairness-sensit…