Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy

1 code implementation • 5 Jul 2021 • Yipeng Zhou, Xuezheng Liu, Yao Fu, Di wu, Chao Li, Shui Yu

In this work, we study a crucial question which has been vastly overlooked by existing works: what are the optimal numbers of queries and replies in FL with DP so that the final model accuracy is maximized.

Federated Learning