Fisher-Informed Parameterwise Aggregation for Federated Learning with Heterogeneous Data

Zhipeng Chang, Ting He, Wenrui Hao

Federated learning aggregates model updates from distributed clients, but standard first order methods such as FedAvg apply the same scalar weight to all parameters from each clien…