Necessary Conditions in Multi-Server Differential PrivacyInformation Technology Convergence and Services (ITCS), 2022 |
Interactive versus non-interactive locally differentially private
estimation: Two elbows for the quadratic functionalAnnals of Statistics (Ann. Stat.), 2020 |
Separating Local & Shuffled Differential Privacy via HistogramsInternational Test Conference (ITC), 2019 |
Interaction is necessary for distributed learning with privacy or
communication constraintsSymposium on the Theory of Computing (STOC), 2019 |
Locally Private Learning without Interaction Requires SeparationNeural Information Processing Systems (NeurIPS), 2018 |