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Release v1.0.0 DOI

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. DOI


M files for each figure:

  • Fig. 2: plot_Gaussian_LMGF.m

  • Figs 4-6: Laplace_main.m

  • Fig. 7: Laplace_adaptation_time.m

  • Fig. 8: Gaussian_consistency.m

  • Fig. 9: Gaussian_MGF_approx.m

  • Figs. 10-11: Gaussian_main.m

  • Fig. 12: Gaussian_adaptation_time.m

  • 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)