The Value of Collaboration in Convex Machine Learning with Differential Privacy

Nan Wu, Farhad Farokhi, David Smith +1

In this paper, we apply machine learning to distributed private data owned by multiple data owners, entities with access to non-overlapping training datasets. We use noisy, differe…