Mean Estimation with User-level Privacy under Data Heterogeneity

28 July 2023

Papers citing "Mean Estimation with User-level Privacy under Data Heterogeneity"

5 / 5 papers shown

Title
Better Locally Private Sparse Estimation Given Multiple Samples Per User Yuheng Ma Ke Jia Hanfang Yang FedML 36 1 0 08 Aug 2024
Multi-Task Differential Privacy Under Distribution Skew Walid Krichene Prateek Jain Shuang Song Mukund Sundararajan Abhradeep Thakurta Li Zhang FedML 32 3 0 15 Feb 2023
Instance-Optimal Differentially Private Estimation Audra McMillan Adam D. Smith Jonathan R. Ullman 40 5 0 28 Oct 2022
Algorithms with More Granular Differential Privacy Guarantees Badih Ghazi Ravi Kumar Pasin Manurangsi Thomas Steinke 54 6 0 08 Sep 2022
Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms Alireza Fallah A. Makhdoumi Azarakhsh Malekian Asuman Ozdaglar FedML 23 29 0 10 Jan 2022