A Privacy-Preserving Federated Learning Approach for Kernel methods

Anika Hannemann, Ali Burak Ünal, Arjhun Swaminathan +2

It is challenging to implement Kernel methods, if the data sources are distributed and cannot be joined at a trusted third party for privacy reasons. It is even more challenging, i…