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Stochastic Block Model

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TitleStatusHype
Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity—0
Multilayer hypergraph clustering using the aggregate similarity matrix—0
Multiplex Dirichlet stochastic block model for clustering multidimensional compositional networks—0
Multisection in the Stochastic Block Model using Semidefinite Programming—0
Nested stochastic block model for simultaneously clustering networks and nodes—0
Network two-sample test for block models—0
Neural-prior stochastic block model—0
Neural Stochastic Block Model & Scalable Community-Based Graph Learning—0
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models—0
Non-backtracking walks reveal compartments in sparse chromatin interaction networks—0
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method—0
Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network—0
Nonparametric Bayesian inference of the microcanonical stochastic block model—0
On Classification Thresholds for Graph Attention with Edge Features—0
On Consistency of Compressive Spectral Clustering—0
On consistency of constrained spectral clustering under representation-aware stochastic block model—0
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching—0
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs—0
On the Minimax Misclassification Ratio of Hypergraph Community Detection—0
On the Power of Louvain in the Stochastic Block Model—0
On the Power of SVD in the Stochastic Block Model—0
On the simplicity and conditioning of low rank semidefinite programs—0
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models—0
On the Simultaneous Preservation of Privacy and Community Structure in Anonymized Networks—0
On the Stability of Low Pass Graph Filter With a Large Number of Edge Rewires—0
Optimal Bailouts in Diversified Financial Networks—0
Optimal Bipartite Network Clustering—0
Optimal Clustering of Discrete Mixtures: Binomial, Poisson, Block Models, and Multi-layer Networks—0
Optimal Cluster Recovery in the Labeled Stochastic Block Model—0
Optimal Noise Reduction in Dense Mixed-Membership Stochastic Block Models under Diverging Spiked Eigenvalues Condition—0
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks—0
Optimal Inference in Contextual Stochastic Block Models—0
Optimality of variational inference for stochasticblock model with missing links—0
Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs—0
Orthogonal symmetric non-negative matrix factorization under the stochastic block model—0
Overlapping Communities Detection via Measure Space Embedding—0
Pair-Matching: Links Prediction with Adaptive Queries—0
Pairwise Covariates-adjusted Block Model for Community Detection—0
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model—0
Partial recovery bounds for clustering with the relaxed Kmeans—0
Partial Recovery Bounds for the Sparse Stochastic Block Model—0
Performance of a community detection algorithm based on semidefinite programming—0
Phase transitions and optimal algorithms for semi-supervised classifications on graphs: from belief propagation to graph convolution network—0
Phase transitions in semisupervised clustering of sparse networks—0
Privacy-Preserving Community Detection for Locally Distributed Multiple Networks—0
Community and hyperedge inference in multiple hypergraphsCode0
Generative models for local network community detectionCode0
VEC-SBM: Optimal Community Detection with Vectorial Edges CovariatesCode0
Multi-Frequency Joint Community Detection and Phase SynchronizationCode0
Community detection in sparse time-evolving graphs with a dynamical Bethe-HessianCode0
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