Issues in federated learning: some experiments and preliminary results.

The results reported in Table 3 , providing the average accuracy of the global model over 10 runs, show that, as the number of clients increases, the global model’s accuracy has an increasing trend reaching its maximum accuracy in correspondence of the maximum performance ( \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$66.88\%)$$\end{document} of clients considered in the experiment.

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