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Stochastic Block Model

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Showing 301–350 of 370 papers

TitleStatusHype
Perspectives and constraints on neural network models of neurobiological processesCode0
Multilateration of Random Networks with Community StructureCode0
Spectral Clustering of Graphs with the Bethe HessianCode0
Community Detection in the Stochastic Block Model by Mixed Integer ProgrammingCode0
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block ModelCode0
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution GeneralizationCode0
Clustering in Partially Labeled Stochastic Block Models via Total Variation MinimizationCode0
Almost Surely Asymptotically Constant Graph Neural NetworksCode0
Community Detection with Graph Neural NetworksCode0
DYMAG: Rethinking Message Passing Using Dynamical-systems-based WaveformsCode0
Guarantees for Spectral Clustering with Fairness ConstraintsCode0
Overlapping community detection in networks via sparse spectral decompositionCode0
The multilayer random dot product graphCode0
Multi-view Banded Spectral Clustering with Application to ICD9 ClusteringCode0
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time NetworksCode0
Hierarchical community structure in networksCode0
Hierarchical Stochastic Block Model for Community Detection in Multiplex NetworksCode0
Scalable detection of statistically significant communities and hierarchies, using message-passing for modularityCode0
Scalable Spectral Clustering with Group Fairness ConstraintsCode0
Structured Cooperative Learning with Graphical Model PriorsCode0
Non-backtracking Graph Neural NetworksCode0
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph CoarseningCode0
Spectral embedding for dynamic networks with stability guaranteesCode0
Non-Convex Exact Community Recovery in Stochastic Block ModelCode0
Spectral goodness-of-fit tests for complete and partial network dataCode0
Reliable Time Prediction in the Markov Stochastic Block ModelCode0
CSA-Trans: Code Structure Aware Transformer for ASTCode0
Semiparametric spectral modeling of the Drosophila connectomeCode0
Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block ModelsCode0
Supervised Community Detection with Line Graph Neural NetworksCode0
Semi-Supervised Clustering with Inaccurate Pairwise AnnotationsCode0
SPONGE: A generalized eigenproblem for clustering signed networksCode0
Differentially-Private Hierarchical Clustering with Provable Approximation GuaranteesCode0
DiSC: Differential Spectral Clustering of FeaturesCode0
Serialized Interacting Mixed Membership Stochastic Block ModelCode0
On semidefinite relaxations for the block modelCode0
Interactions in information spread: quantification and interpretation using stochastic block modelsCode0
Bayesian community detection for networks with covariatesCode0
An Investigation of Representation and Allocation Harms in Contrastive LearningCode0
Assortative-Constrained Stochastic Block ModelsCode0
Joint Community Detection and Rotational Synchronization via Semidefinite ProgrammingCode0
A Neural Collapse Perspective on Feature Evolution in Graph Neural NetworksCode0
Efficiently inferring community structure in bipartite networksCode0
Latent space models for multiplex networks with shared structureCode0
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph ClusteringCode0
Simultaneous prediction and community detection for networks with application to neuroimagingCode0
Almost exact recovery in noisy semi-supervised learningCode0
Targeted sampling from massive block model graphs with personalized PageRankCode0
A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster ExtractionCode0
Homophily modulates double descent generalization in graph convolution networksCode0
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