Understanding Private Evolution as Learning-Augmented Clustering

Audra McMillan, Kunal Talwar, Felix Zhou

Private Evolution (PE) is a differentially private algorithm for synthetic data generation. While it can be viewed as a Wasserstein learning algorithm, it performs much better in p…