Privately Estimating a Gaussian: Efficient, Robust and Optimal

Daniel Alabi, Pravesh K. Kothari, Pranay Tankala +2

In this work, we give efficient algorithms for privately estimating a Gaussian distribution in both pure and approximate differential privacy (DP) models with optimal dependence on…