Aggregation Weighting of Federated Learning via Generalization Bound Estimation

Mingwei Xu, Xiaofeng Cao, Ivor W. Tsang +1

Federated Learning (FL) typically aggregates client model parameters using a weighting approach determined by sample proportions. However, this naive weighting method may lead to u…