ProtoNorm adds server-side prototype alignment and a per-dataset scaling factor to FedProto-style federated learning, improving accuracy but with the gain largely driven by the tuned scaling factor.
Fedhp: Federated learning with hyperspherical prototypical regular- ization
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Heterogeneous Federated Learning with Prototype Alignment and Upscaling
ProtoNorm adds server-side prototype alignment and a per-dataset scaling factor to FedProto-style federated learning, improving accuracy but with the gain largely driven by the tuned scaling factor.