Differentially Private Distributed Bayesian Linear Regression with MCMC

1 code implementation • 31 Jan 2023 • Barış Alparslan, Sinan Yildirim, Ş. İlker Birbil

We develop a novel generative statistical model for privately shared statistics, which exploits a useful distributional relation between the summary statistics of linear regression.

Bayesian Inference Privacy Preserving +1