LIBROS DEL AUTOR: mingzhe chen

2 resultados para LIBROS DEL AUTOR: mingzhe chen

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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 €

  • Federated Learning for Wireless Networks
    Choong Seon Hong / Latif U. Khan / Mingzhe Chen
    Recently machine learning schemes have attained significant attention as key enablers for next-generation wireless systems. Currently, wireless systems are mostly using machine learning schemes that are based on centralizing the training and inference processes by migrating the end-devices data to a third party centralized location. However, these schemes lead to end-devices pr...
    Disponible

    209,97 €