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.
M., Guerraoui, R., and Stainer, J
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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.