Duff: A Dataset-Distance-Based Utility Function Family for the
Exponential Mechanism

v1v2 (latest)

Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism

8 October 2020

Andrés Munoz Medina

Jennifer Gillenwater

ArXiv (abs)PDF HTML

Papers citing "Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism"

7 / 7 papers shown

Title
Tukey Depth Mechanisms for Practical Private Mean Estimation Gavin Brown Lydia Zakynthinou 75 0 0 25 Feb 2025
Differentially Private Prototypes for Imbalanced Transfer Learning Dariush Wahdany Matthew Jagielski Adam Dziedzic Franziska Boenisch 145 0 0 17 Feb 2025
Easy Differentially Private Linear Regression Kareem Amin Matthew Joseph Mónica Ribero Sergei Vassilvitskii FedML 67 17 0 15 Aug 2022
Differentially Private Top-k Selection via Canonical Lipschitz Mechanism Michael Shekelyan Grigorios Loukides 61 4 0 31 Jan 2022
A Joint Exponential Mechanism For Differentially Private Top- $k$ Jennifer Gillenwater Matthew Joseph Andrés Munoz Medina Mónica Ribero 173 14 0 28 Jan 2022
DP-XGBoost: Private Machine Learning at Scale Cheng Cheng Wei Dai 45 9 0 25 Oct 2021
Differentially Private Quantiles Jennifer Gillenwater Matthew Joseph Alex Kulesza 89 35 0 16 Feb 2021