Differentially Private Federated $k$-Means Clustering with Server-Side Data

Jonathan Scott, Christoph H. Lampert, David Saulpic

Clustering is a cornerstone of data analysis that is particularly suited to identifying coherent subgroups or substructures in unlabeled data, as are generated continuously in larg…