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Stochastic Block Model

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TitleStatusHype
Spectral goodness-of-fit tests for complete and partial network dataCode0
Streaming Belief Propagation for Community Detection—0
Spectral embedding for dynamic networks with stability guaranteesCode0
The Feature-First Block Model—0
Hypothesis Testing for Equality of Latent Positions in Random Graphs—0
Joint Community Detection and Rotational Synchronization via Semidefinite ProgrammingCode0
Exact Recovery in the General Hypergraph Stochastic Block Model—0
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions—0
Spectral clustering under degree heterogeneity: a case for the random walk Laplacian—0
A class of network models recoverable by spectral clustering—0
Semi-Supervised Clustering with Inaccurate Pairwise AnnotationsCode0
Clustering multilayer graphs with missing nodes—0
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block ModelCode0
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network—0
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution GeneralizationCode0
Community Detection: Exact Recovery in Weighted Graphs—0
Community Detection with a Subsampled Semidefinite Program—0
Information Theoretic Limits of Exact Recovery in Sub-hypergraph Models for Community Detection—0
Community Detection in the Stochastic Block Model by Mixed Integer ProgrammingCode0
Disentangling homophily, community structure and triadic closure in networks—0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
Latent space models for multiplex networks with shared structureCode0
On the Power of Louvain in the Stochastic Block Model—0
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity—0
An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel—0
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