FANS: Federated Adaptive Network Search Learning for Heterogeneous Devices
The Federated Parallel Scaling (FPS) algorithm is proposed, which jointly trains multiple sampled subnetworks in parallel with self-distillation so that larger sampled subnetworks can supervise smaller ones during local updates.
Jia-Xin Zhang, Xing-Wei Wang, Bo Yi et al.
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