Differentially private partitioned variational inference

Mikko A. Heikkilä, Matthew Ashman, Siddharth Swaroop +2

Learning a privacy-preserving model from sensitive data which are distributed across multiple devices is an increasingly important problem. The problem is often formulated in the f…