Pantelis Papageorgiou

A Comprehensive Empirical Study of Heterogeneity in Federated Learning

2023 · IEEE Internet of Things Journal

Federated learning (FL) is becoming a popular paradigm for collaborative learning over distributed, private data sets owned by nontrusting entities. FL has seen successful deployment in production environments, and it has been adopted in services, …