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Stochastic Block Model

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TitleStatusHype
An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel—0
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks—0
A pseudo-likelihood approach to community detection in weighted networks—0
A semidefinite program for unbalanced multisection in the stochastic block model—0
A statistical interpretation of spectral embedding: the generalised random dot product graph—0
A stochastic block model for community detection in attributed networks—0
A Tensor Approach to Learning Mixed Membership Community Models—0
A Tractable Fully Bayesian Method for the Stochastic Block Model—0
A useful criterion on studying consistent estimation in community detection—0
Auto-encoding GPS data to reveal individual and collective behaviour—0
Bayesian estimation from few samples: community detection and related problems—0
Bayesian modelling of VAR precision matrices using stochastic block networks—0
Bayesian Model Selection of Stochastic Block Models—0
Blind identification of stochastic block models from dynamical observations—0
Change Point Estimation in a Dynamic Stochastic Block Model—0
Characterizing the Influence of Topology on Graph Learning Tasks—0
Clustering Degree-Corrected Stochastic Block Model with Outliers—0
Clustering multilayer graphs with missing nodes—0
Clustering Network Layers With the Strata Multilayer Stochastic Block Model—0
Clustering Partially Observed Graphs via Convex Optimization—0
Clustering Sparse Graphs—0
Clustering with Noisy Queries—0
Gap-Free Clustering: Sensitivity and Robustness of SDP—0
Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection—0
Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering—0
Community Detection and Improved Detectability in Multiplex Networks—0
Community Detection and Matrix Completion with Social and Item Similarity Graphs—0
Community Detection and Stochastic Block Models—0
Community detection by spectral methods in multi-layer networks—0
Community Detection: Exact Recovery in Weighted Graphs—0
Community Detection for Contextual-LSBM: Theoretical Limitations of Misclassification Rate and Efficient Algorithms—0
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering—0
Community Detection in High-Dimensional Graph Ensembles—0
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel—0
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix—0
Community Detection in the Multi-View Stochastic Block Model—0
Community detection in the sparse hypergraph stochastic block model—0
Community Detection on Evolving Graphs—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
Community Detection via Measure Space Embedding—0
Community Detection with a Subsampled Semidefinite Program—0
Community Detection with Heterogeneous Block Covariance Model—0
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables—0
Community detection with the Bethe-Hessian—0
Community models for networks observed through edge nominations—0
Community Recovery in the Geometric Block Model—0
Computational Lower Bounds for Graphon Estimation via Low-degree Polynomials—0
Concentration in Gossip Opinion Dynamics over Random Graphs—0
Connectivity in Random Annulus Graphs and the Geometric Block Model—0
Consensus on Open Multi-Agent Systems Over Graphs Sampled from Graphons—0
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