Single-Round Scalable Analytic Federated Learning

Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. França +3

Federated Learning (FL) is plagued by two key challenges: high communication overhead and performance collapse on heterogeneous (non-IID) data. Analytic FL (AFL) provides a single-…