ENTITY Li Xia

Li Xia

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TOOL · CL_93818 · Jun 16 · 04:00

SPARK method accelerates decentralized federated learning with stable NTK updates

Researchers have developed SPARK, a novel method to improve the convergence speed and stability of decentralized federated learning (DFL) under heterogeneous data conditions. SPARK utilizes a stage-wise annealed soft-la…