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Updated: Jul 26, 2025

Design and Analysis for Fall Detection System Simplification
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对AdaGrad进行统一分析,加权聚合和动量加速

Li Shen, Congliang Chen, Fangyu Zou

    IEEE transactions on neural networks and learning systems
    |June 13, 2023
    PubMed
    概括

    AdaUSM是一种新的自适应性随机算法,将动量和学习率统一起来,以在非凸设置中实现更好的收. 它实现了O ((log(T) / √T) 速率,为Adam和RMSProp等算法提供了新的见解.

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