Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data

Lukas Prediger, Joonas Jälkö, Antti Honkela +1

Consider a setting where multiple parties holding sensitive data aim to collaboratively learn population level statistics, but pooling the sensitive data sets is not possible. We p…