Differentially Private Bayesian Inference for Exponential Families

6 September 2018

Papers citing "Differentially Private Bayesian Inference for Exponential Families"

4 / 4 papers shown

Title
Noise-Aware Differentially Private Variational Inference Talal Alrawajfeh Hibiki Ito Antti Honkela 82 0 0 25 Oct 2024
Rényi Differential Privacy Mechanisms for Posterior Sampling J. Geumlek Shuang Song Kamalika Chaudhuri 40 57 0 02 Oct 2017
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models G. Bernstein Ryan McKenna Tao Sun Daniel Sheldon Michael Hay G. Miklau FedML 42 25 0 14 Jun 2017
Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning Benjamin I. P. Rubinstein Peter L. Bartlett Ling Huang N. Taft 75 293 0 30 Nov 2009