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Multi-scale Local Network Structure Critically Impacts Epidemic Spread and Interventions.

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Francis Michael Mahoney

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Michael W Driesch

 

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Parallel Local Graph Clustering., , , и . Proc. VLDB Endow., 9 (12): 1041-1052 (2016)Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters., , , и . Internet Math., 6 (1): 29-123 (2009)LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data., , , и . J. Mach. Learn. Res., (2022)On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning., и . J. Mach. Learn. Res., (2005)Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning., и . J. Mach. Learn. Res., (2021)Semi-supervised eigenvectors for large-scale locally-biased learning., и . J. Mach. Learn. Res., 15 (1): 3691-3734 (2014)Statistical guarantees for local graph clustering., , и . CoRR, (2019)Revisiting the Nystrom method for improved large-scale machine learning., и . ICML (3), том 28 из JMLR Workshop and Conference Proceedings, стр. 567-575. JMLR.org, (2013)Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels., , , и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 485-493. JMLR.org, (2014)Empirical comparison of algorithms for network community detection., , и . WWW, стр. 631-640. ACM, (2010)