Dimension-free Private Mean Estimation for Anisotropic DistributionsNeural Information Processing Systems (NeurIPS), 2024 |
The importance of feature preprocessing for differentially private
linear optimizationInternational Conference on Learning Representations (ICLR), 2023 |
General Gaussian Noise Mechanisms and Their Optimality for Unbiased Mean
EstimationInformation Technology Convergence and Services (ITCS), 2023 |
Algorithms for bounding contribution for histogram estimation under
user-level privacyInternational Conference on Machine Learning (ICML), 2022 |