Private Posterior distributions from Variational approximations

24 November 2015

Papers citing "Private Posterior distributions from Variational approximations"

5 / 5 papers shown

Title
MCMC for Bayesian nonparametric mixture modeling under differential privacy Mario Beraha Stefano Favaro Vinayak Rao 41 1 0 15 Oct 2023
Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records Bingyue Su Yu Wang Daniele E. Schiavazzi Fang Liu 16 2 0 11 Feb 2023
Data Augmentation MCMC for Bayesian Inference from Privatized Data Nianqiao P. Ju Jordan Awan Ruobin Gong Vinayak A. Rao 29 23 0 01 Jun 2022
Elliptical Perturbations for Differential Privacy M. Reimherr Jordan Awan 4 12 0 23 May 2019
Finite Sample Differentially Private Confidence Intervals Vishesh Karwa Salil P. Vadhan 19 190 0 10 Nov 2017