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Stochastic Block Model

Papers

Showing 251300 of 370 papers

TitleStatusHype
Statistical physics analysis of graph neural networks: Approaching optimality in the contextual stochastic block model0
Stochastic Block Model for Hypergraphs: Statistical limits and a semidefinite programming approach0
Stochastic Block Models with Multiple Continuous Attributes0
Streaming Belief Propagation for Community Detection0
Information-Theoretic Limits and Strong Consistency on Binary Non-uniform Hypergraph Stochastic Block Models0
Strong Consistency, Graph Laplacians, and the Stochastic Block Model0
Structure Amplification on Multi-layer Stochastic Block Models0
Testing Changes in Communities for the Stochastic Block Model0
The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks0
The Geometric Block Model0
The Infinite Degree Corrected Stochastic Block Model0
The non-tightness of the reconstruction threshold of a 4 states symmetric model with different in-block and out-block mutations0
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection0
Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle0
Tractably Modelling Dependence in Networks Beyond Exchangeability0
Unified Fourier bases for signals on random graphs with group symmetries0
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques0
Universality of the stochastic block model0
Unraveling the graph structure of tabular data through Bayesian and spectral analysis0
Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks0
Vertex Classification on Weighted Networks0
Vertex nomination schemes for membership prediction0
Vertex nomination: The canonical sampling and the extended spectral nomination schemes0
When Does Bottom-up Beat Top-down in Hierarchical Community Detection?0
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs0
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming0
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions0
Achieving Optimal Misclassification Proportion in Stochastic Block Model0
Achieving the Bayes Error Rate in Synchronization and Block Models by SDP, Robustly0
Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation0
A class of network models recoverable by spectral clustering0
A Compressive Sensing Approach to Community Detection with Applications0
A computational transition for detecting correlated stochastic block models by low-degree polynomials0
Active Community Detection with Maximal Expected Model Change0
Active Learning for Community Detection in Stochastic Block Models0
Active learning in the geometric block model0
Adapting the Stochastic Block Model to Edge-Weighted Networks0
A Dirichlet stochastic block model for composition-weighted networks0
Algorithmic contiguity from low-degree conjecture and applications in correlated random graphs0
Algorithmic detectability threshold of the stochastic block model0
Algorithms for item categorization based on ordinal ranking data0
A likelihood-ratio type test for stochastic block models with bounded degrees0
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network0
Analysis of Corrected Graph Convolutions0
Analysis of spectral clustering algorithms for community detection: the general bipartite setting0
A Near-Linear Time Approximation Algorithm for Beyond-Worst-Case Graph Clustering0
A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model0
An Ensemble Framework for Detecting Community Changes in Dynamic Networks0
An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model0
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