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Stochastic Block Model

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Showing 151–200 of 370 papers

TitleStatusHype
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 networksCode0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
Latent space models for multiplex networks with shared structureCode0
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural NetworksCode1
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
Dual regularized Laplacian spectral clustering methods on community detection—0
Robustness of Community Detection to Random Geometric Perturbations—0
Regularized spectral methods for clustering signed networks—0
Fast Network Community Detection with Profile-Pseudo Likelihood MethodsCode0
Sketch-based community detection in evolving networks—0
Overlapping community detection in networks via sparse spectral decompositionCode0
Hierarchical community structure in networksCode0
Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network—0
Estimation in Tensor Ising Models—0
Community recovery in non-binary and temporal stochastic block modelsCode0
Community models for networks observed through edge nominations—0
Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos—0
Almost exact recovery in noisy semi-supervised learningCode0
Tractably Modelling Dependence in Networks Beyond Exchangeability—0
Scaling Graph Clustering with Distributed Sketches—0
The multilayer random dot product graphCode0
Non-Convex Exact Community Recovery in Stochastic Block ModelCode0
Statistical inference of assortative community structuresCode0
Adaptive Universal Generalized PageRank Graph Neural NetworkCode1
Estimation of dense stochastic block models visited by random walks—0
Community detection in sparse time-evolving graphs with a dynamical Bethe-HessianCode0
Information-Theoretic Limits for the Matrix Tensor Product—0
Neural Stochastic Block Model & Scalable Community-Based Graph Learning—0
Consistency of Spectral Clustering on Hierarchical Stochastic Block Models—0
Assortative-Constrained Stochastic Block ModelsCode0
Strong Consistency, Graph Laplacians, and the Stochastic Block Model—0
Exact recovery and sharp thresholds of Stochastic Ising Block Model—0
Reliable Time Prediction in the Markov Stochastic Block ModelCode0
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