Differentially Private Statistical Inference through $β$-Divergence
One Posterior Sampling

Differentially Private Statistical Inference through $β$ -Divergence One Posterior Sampling

11 July 2023

Sahra Ghalebikesabi

Chris Holmes

Papers citing "Differentially Private Statistical Inference through $β$-Divergence One Posterior Sampling"

4 / 4 papers shown

Title
Bayesian Inference Under Differential Privacy: Prior Selection Considerations with Application to Univariate Gaussian Data and Regression Zeki Kazan Jerome P. Reiter 36 1 0 22 May 2024
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires Melanie F. Pradier Niranjani Prasad Paidamoyo Chapfuwa Sahra Ghalebikesabi Maximilian Ilse ... R. Elyanow Javier Zazo Javier González J. Greissl Edward Meeds 14 7 0 26 Apr 2023
Differentially Private Bayesian Inference for Exponential Families G. Bernstein Daniel Sheldon 26 48 0 06 Sep 2018
Variational Bayes In Private Settings (VIPS) Mijung Park James R. Foulds Kamalika Chaudhuri Max Welling 21 42 0 01 Nov 2016