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stat.ML2018★ 7 cited
Higher-Order Spectral Clustering under Superimposed Stochastic Block Model
Subhadeep Paul, Olgica Milenkovic, Yuguo 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 pa…
stat.ML2016
Orthogonal symmetric non-negative matrix factorization under the stochastic block model
Subhadeep Paul, Yuguo Chen
We present a method based on the orthogonal symmetric non-negative matrix tri-factorization of the normalized Laplacian matrix for community detection in complex networks. While th…