Revisiting Spectral Graph Clustering with Generative Community Models

14 Sep 2017Pin-Yu ChenLingfei Wu

The methodology of community detection can be divided into two principles: imposing a network model on a given graph, or optimizing a designed objective function. The former provides guarantees on theoretical detectability but falls short when the graph is inconsistent with the underlying model... (read more)

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