Kamalika Chaudhuri

Variational Bayes in Private Settings (VIPS) (Extended Abstract)

2020

Many applications of Bayesian data analysis involve sensitive information such as personal documents or medical records, motivating methods which ensure that privacy is protected. We introduce a general privacy-preserving framework for Variational Bayes (VB), a …