Max Dupre la Tour

Making Old Things New: A Unified Algorithm for Differentially Private Clustering

As a staple of data analysis and unsupervised learning, the problem of private clustering has been widely studied, under various privacy models. Centralized differential privacy is the first of them, and the problem has also been studied for the local and the shuffle variation. In each case, the goa…