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ResearchFormerly WizWand

Image Classification on FEMNIST (i.i.d.)

14.79Test ErrorSHA (server & client)
14.469216.634618.820.9654Jun 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SHA (server & client)Wrapper method=Successive Halving (SHA), Target model=personalized2021.0614.79
FedExWrapper method=Successive Halving (SHA), Target model=personalized2021.0614.97
FedExWrapper method=Random Search (RS), Target model=personalized2021.0616.31
RS (server & client)Wrapper method=Random Search (RS), Target model=personalized2021.0617.45
SHA (server & client)Wrapper method=Successive Halving (SHA), Target model=global2021.0618.64
FedExWrapper method=Successive Halving (SHA), Target model=global2021.0619.22
FedExWrapper method=Random Search (RS), Target model=global2021.0620.96
RS (server & client)Wrapper method=Random Search (RS), Target model=global2021.0622.81