Exploring aggregation strategies for federated learning in national statistics 1
A weighted Federated Averaging aggregation scheme which aims to highlight the potential benefits of positively weighing clients who contain more homogeneous data and the preliminary results exhibit that when clients with more homogeneous data are weighed higher, the global model can achieve better performance, but that...
B. Santos, Julian Templeton, Rafik Chemli Statistics Canada et al.
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