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Stochastic Block Model

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TitleStatusHype
Statistical physics analysis of graph neural networks: Approaching optimality in the contextual stochastic block model—0
Stochastic Block Model for Hypergraphs: Statistical limits and a semidefinite programming approach—0
Stochastic Block Models with Multiple Continuous Attributes—0
Streaming Belief Propagation for Community Detection—0
Information-Theoretic Limits and Strong Consistency on Binary Non-uniform Hypergraph Stochastic Block Models—0
Strong Consistency, Graph Laplacians, and the Stochastic Block Model—0
Structure Amplification on Multi-layer Stochastic Block Models—0
Testing Changes in Communities for the Stochastic Block Model—0
The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks—0
The Geometric Block Model—0
The Infinite Degree Corrected Stochastic Block Model—0
The non-tightness of the reconstruction threshold of a 4 states symmetric model with different in-block and out-block mutations—0
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection—0
Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle—0
Tractably Modelling Dependence in Networks Beyond Exchangeability—0
Unified Fourier bases for signals on random graphs with group symmetries—0
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques—0
Universality of the stochastic block model—0
Unraveling the graph structure of tabular data through Bayesian and spectral analysis—0
Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs—0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
Vertex Classification on Weighted Networks—0
Vertex nomination schemes for membership prediction—0
Vertex nomination: The canonical sampling and the extended spectral nomination schemes—0
When Does Bottom-up Beat Top-down in Hierarchical Community Detection?—0
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