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Updated: Jun 29, 2025

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多中心层次联合学习与故障容忍机制,适应性边缘计算网络的多中心层次联合学习.

Xiaohong Chen, Guanying Xu, Xuesong Xu

    IEEE transactions on neural networks and learning systems
    |March 28, 2024
    PubMed
    概括

    多中心层次联合学习 (MCHFL) 框架通过在边缘分布聚合中心来提高稳定性. 这种方法即使在50%的设备故障的情况下也保持了高精度,超过了传统的单中心联合学习模型.

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