A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks

Weijie Shao, Yuyang Gao, Fu Song +3

Federated learning (FL) is a distributed machine learning (ML) paradigm, allowing multiple clients to collaboratively train shared machine learning (ML) models without exposing cli…