 Differentially Private Statistical Inference through -Divergence
One Posterior SamplingNeural Information Processing Systems (NeurIPS), 2023 |
 Minimax rate for multivariate data under componentwise local
differential privacy constraintsAnnals of Statistics (Ann. Stat.), 2023 |
 On the Privacy-Robustness-Utility Trilemma in Distributed LearningInternational Conference on Machine Learning (ICML), 2023 |
 On Private and Robust BanditsNeural Information Processing Systems (NeurIPS), 2023 |
 Robustness Implies Privacy in Statistical EstimationSymposium on the Theory of Computing (STOC), 2022 |
 DP-PCA: Statistically Optimal and Differentially Private PCANeural Information Processing Systems (NeurIPS), 2022 |
 Network change point localisation under local differential privacyNeural Information Processing Systems (NeurIPS), 2022 |
 Robust Estimation of Discrete Distributions under Local Differential
PrivacyInternational Conference on Algorithmic Learning Theory (ALT), 2022 |
