How to Privately Tune Hyperparameters in Federated Learning? Insights from a Benchmark Study

Natalija Mitic, Apostolos Pyrgelis, Sinem Sav

In this paper, we address the problem of privacy-preserving hyperparameter (HP) tuning for cross-silo federated learning (FL). We first perform a comprehensive measurement study th…