Differentially Private Stochastic Expectation Propagation

Margarita Vinaroz, Mijung Park

Abstract: We are interested in privatizing an approximate posterior inference algorithm, called Expectation Propagation (EP). EP approximates the posterior distribution by iteratively refining approximations...