Privately Learning Smooth Distributions on the Hypercube by ProjectionsInternational Conference on Machine Learning (ICML), 2024 |
Minimax rate for multivariate data under componentwise local
differential privacy constraintsAnnals of Statistics (Ann. Stat.), 2023 |
On rate optimal private regression under local differential privacyStatistica sinica (SS), 2022 |
On robustness and local differential privacyAnnals of Statistics (Ann. Stat.), 2022 |
Locally private online change point detectionNeural Information Processing Systems (NeurIPS), 2021 |