A delegation-based voting mechanism, viscous-retained democracy, is proposed to select federated learning clients for weight transfer, with theoretical claims that it never performs worse than FedAvg in an idealized competence model.
Optimizing viscous democracy
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Fluid Democracy in Federated Data Aggregation
A delegation-based voting mechanism, viscous-retained democracy, is proposed to select federated learning clients for weight transfer, with theoretical claims that it never performs worse than FedAvg in an idealized competence model.