stochastic block model

Transfer Learning for Latent Variable Network Models NeurIPS 2024 VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates AISTATS 2024 What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks NeurIPS 2024 A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks NeurIPS 2023 Autoregressive Networks JMLR 2023 Bayesian Spiked Laplacian Graphs JMLR 2023 Combinatorial-Probabilistic Trade-Off: P-Values of Community Properties Test in the Stochastic Block Models ICLR 2023 Community models for networks observed through edge nominations JMLR 2023 Contextual Stochastic Block Model: Sharp Thresholds and Contiguity JMLR 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023 Distributed Community Detection in Large Networks JMLR 2023 Effects of Graph Convolutions in Multi-layer Networks ICLR 2023 Efficient Algorithms for Exact Graph Matching on Correlated Stochastic Block Models with Constant Correlation ICML 2023 Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023 Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model NeurIPS 2023 Graph Attention Retrospective JMLR 2023 Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models JMLR 2023 On the Power of SVD in the Stochastic Block Model NeurIPS 2023 Private estimation algorithms for stochastic block models and mixture models NeurIPS 2023 Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023 Randomized Spectral Co-Clustering for Large-Scale Directed Networks JMLR 2023 Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions COLT 2023 Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NeurIPS 2023 Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023 Semi-supervised Community Detection via Structural Similarity Metrics ICLR 2023