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ResearchFormerly WizWand

Federated Time-Series Representation Learning on CTSD DI

0.387MSEFeDaL
0.384280.402640.4210.43936Aug 6, 2025
Updated 7mo ago

Evaluation results

MethodLinks
FeDaLComm. Param#=110.41 MB2025.080.387
FFTSComm. Param#=118.94 MB2025.080.416
FedPerComm. Param#=106.43 MB, Evaluation Protocol=personalized models after server averaging2025.080.43
FedRepComm. Param#=106.43 MB, Evaluation Protocol=personalized models after server averaging2025.080.43
FedProxComm. Param#=108.41 MB2025.080.444
StandaloneEvaluation Protocol=client-side evaluation without aggregation2025.080.447
FedAvgComm. Param#=108.41 MB2025.080.455