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Learning Modular Structures from Network Data and Node Variables.

, , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 1440-1448. JMLR.org, (2014)

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Markov blankets and meta-heuristic search: Sentiment extraction from unstructured text, , and . Lecture Notes in Computer Science, (2006)Implicit stochastic gradient descent, and . (2014)cite arxiv:1408.2923.Ranking Relations using Analogies in Biological and Information Networks, , , and . CoRR, (2009)Investigating the Impact of Network Effects on Content Generation: Evidence from a Large Online Student Network., , and . ICIS, Association for Information Systems, (2015)SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series., , , and . IEEE Trans. Signal Process., 65 (19): 4994-5005 (2017)Deconvolution of mixing time series on a graph., and . UAI, page 51-60. AUAI Press, (2011)Stochastic blockmodel approximation of a graphon: Theory and consistent estimation., , and . NIPS, page 692-700. (2013)A survey of statistical network models, , , and . (2009)cite arxiv:0912.5410Comment: 96 pages, 14 figures, 333 references.Nonparametric estimation and testing of exchangeable graph models., , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 1060-1067. JMLR.org, (2014)A Consistent Histogram Estimator for Exchangeable Graph Models., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 208-216. JMLR.org, (2014)