Higher-Order Spectral Clustering under Superimposed Stochastic Block Model

16 Dec 2018Subhadeep PaulOlgica MilenkovicYuguo Chen

Higher-order motif structures and multi-vertex interactions are becoming increasingly important in studies that aim to improve our understanding of functionalities and evolution patterns of networks. To elucidate the role of higher-order structures in community detection problems over complex networks, we introduce the notion of a Superimposed Stochastic Block Model (SupSBM)... (read more)

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