Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean
EstimationNeural Information Processing Systems (NeurIPS), 2022 Kristian Georgiev Samuel B. Hopkins |
Algorithms with More Granular Differential Privacy GuaranteesInformation Technology Convergence and Services (ITCS), 2022 |
Confidentiality Protection in the 2020 US Census of Population and
HousingAnnual Review of Statistics and Its Application (ARSIA), 2022 |
Exact Inference with Approximate Computation for Differentially Private
Data via PerturbationsJournal of Privacy and Confidentiality (JPC), 2019 |