Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence.
Published in ICCV 2023, 2023
Single-Step Synthetic Features Compressor (3SFC) is to achieve communication-efficient FL by directly constructing a tiny synthetic dataset containing synthetic features based on raw gradients.
Recommended citation: Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence. ICCV 2023. Y. Zhou, M. Shi, Y. Li, Y. Sun, Q. Ye, J. Lv
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