This code can be used for generating figures in the following paper:
P. Hu, V. Bordignon, S. Vlaski and A. H. Sayed, "Optimal Aggregation Strategies for Social Learning over Graphs," in IEEE Transactions on Information Theory, 2023.
M files for each figure:
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Fig. 2: plot_Gaussian_LMGF.m
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Figs 4-6: Laplace_main.m
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Fig. 7: Laplace_adaptation_time.m
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Fig. 8: Gaussian_consistency.m
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Fig. 9: Gaussian_MGF_approx.m
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Figs. 10-11: Gaussian_main.m
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Fig. 12: Gaussian_adaptation_time.m
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Figs. 13-14: Gaussian_main.m
Please note that the code is not generally perfected for performance, but is rather meant to illustrate certain results from the paper. The code is provided as-is without guarantees.
June 2023 (Author: Ping Hu)