Titlebook: Statistical Network Analysis: Models, Issues, and New Directions; ICML 2006 Workshop o Edoardo Airoldi,David M. Blei,Alice X. Zheng Confere

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A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application tthe rest of the survey, we start by presenting some (published) applications of within-network inference. After a brief formulation of this problem and a discussion of probabilistic inference in arbitrary networks, we survey machine learning work applied to networked data, along with some important

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