Jonathan Ullman

Latest

• A Bias-Variance-Privacy Trilemma for Statistical Estimation
• A Private and Computationally-Efficient Estimator for Unbounded Gaussians
• CoinPress: Practical Private Mean and Covariance Estimation
• Private Identity Testing for High-Dimensional Distributions
• Private Mean Estimation of Heavy-Tailed Distributions
• A Primer on Private Statistics
• Differentially Private Algorithms for Learning Mixtures of Separated Gaussians
• Privately Learning High-Dimensional Distributions
• The Structure of Optimal Private Tests for Simple Hypotheses