Instance-Specific Asymmetric Sensitivity in Differential Privacy

2 November 2023

Papers citing "Instance-Specific Asymmetric Sensitivity in Differential Privacy"

5 / 5 papers shown

Title
Unbounded Differentially Private Quantile and Maximum Estimation D. Durfee 36 6 0 02 May 2023
Instance-Optimal Differentially Private Estimation Audra McMillan Adam D. Smith Jonathan R. Ullman 32 5 0 28 Oct 2022
A Private and Computationally-Efficient Estimator for Unbounded Gaussians Gautam Kamath Argyris Mouzakis Vikrant Singhal Thomas Steinke Jonathan R. Ullman 50 39 0 08 Nov 2021
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians Ishaq Aden-Ali H. Ashtiani Gautam Kamath 32 41 0 19 Oct 2020
Privately Learning High-Dimensional Distributions Gautam Kamath Jerry Li Vikrant Singhal Jonathan R. Ullman FedML 62 148 0 01 May 2018