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Sparse Subspace Clustering in Diverse Multiplex Network Model
The DIMPLE model generalizes a multitude of papers that study multilayer networks with the same community structures in all layers, as well as the Mixture Multilayer Stochastic Block Model (MMLSBM), where the layers in the same group have identical matrices of block connection probabilities.
The Hierarchy of Block Models
There exist various types of network block models such as the Stochastic Block Model (SBM), the Degree Corrected Block Model (DCBM), and the Popularity Adjusted Block Model (PABM).
Sparse Popularity Adjusted Stochastic Block Model
In the present paper we study a sparse stochastic network enabled with a block structure.
Estimation and Clustering in Popularity Adjusted Stochastic Block Model
The paper considers the Popularity Adjusted Block model (PABM) introduced by Sengupta and Chen (2018).
Statistics Theory Statistics Theory 62F12, 62H30
