Private graphon estimation via sum-of-squaresSymposium on the Theory of Computing (STOC), 2024 |
Differentially Private Medians and Interior Points for Non-Pathological
DataInformation Technology Convergence and Services (ITCS), 2023 |
A Polynomial Time, Pure Differentially Private Estimator for Binary
Product DistributionsInternational Conference on Algorithmic Learning Theory (ALT), 2023 |
Archimedes Meets Privacy: On Privately Estimating Quantiles in High
Dimensions Under Minimal AssumptionsNeural Information Processing Systems (NeurIPS), 2022 |
DP-PCA: Statistically Optimal and Differentially Private PCANeural Information Processing Systems (NeurIPS), 2022 |
New Lower Bounds for Private Estimation and a Generalized Fingerprinting
LemmaNeural Information Processing Systems (NeurIPS), 2022 |
Differentially Private QuantilesInternational Conference on Machine Learning (ICML), 2021 |