stochastic block model

Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023 The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models NeurIPS 2023 Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023 ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022 An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022 Community detection in sparse latent space models JMLR 2022 Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022 Differentially Private Community Detection for Stochastic Block Models ICML 2022 DiSC: Differential Spectral Clustering of Features NeurIPS 2022 Exact Community Recovery in Correlated Stochastic Block Models COLT 2022 Exact Community Recovery over Signed Graphs AISTATS 2022 LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL ICLR 2022 Sparse Hypergraph Community Detection Thresholds in Stochastic Block Model NeurIPS 2022 The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks ICML 2022 Thinned random measures for sparse graphs with overlapping communities NeurIPS 2022 Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost NeurIPS 2022 Clustering multilayer graphs with missing nodes AISTATS 2021 Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities NeurIPS 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model AISTATS 2021 Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization ICML 2021 Hybrid-order Stochastic Block Model AAAI 2021 Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace JMLR 2021 Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021 Mixing Time of Metropolis-Hastings for Bayesian Community Detection JMLR 2021