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Zi-Yi Chen

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#machine learning Preprint Sep 2026

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. · 0 citations