Private Mean Estimation with Person-Level Differential Privacy

Sushant Agarwal, Gautam Kamath, Mahbod Majid +3

We study person-level differentially private (DP) mean estimation in the case where each person holds multiple samples. DP here requires the usual notion of distributional stabilit…