LIBROS DEL AUTOR: shuguang cui

3 resultados para LIBROS DEL AUTOR: shuguang cui

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  • Communication Efficient Federated Learning for Wireless Networks
    Mingzhe Chen / Shuguang Cui
    This book provides a comprehensive study of Federated Learning (FL) over wireless networks. It consists of three main parts: (a) Fundamentals and preliminaries of FL, (b) analysis and optimization of FL over wireless networks, and (c) applications of wireless FL for Internet-of-Things systems. In particular, in the first part, the authors provide a detailed overview on widely-s...
    Disponible

    208,35 €

  • Machine Learning Algorithms
    Fuwei Li / Lifeng Lai / Shuguang Cui
    This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing algorithms against adversarial attacks. Since data quality is crucial in signal pr...
    Disponible

    48,67 €

  • Machine Learning Algorithms
    Fuwei Li / Lifeng Lai / Shuguang Cui
    This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing algorithms against adversarial attacks. Since data quality is crucial in signal pr...
    Disponible

    171,22 €