stochastic block model

Learning Communities in the Presence of Errors COLT 2016 On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching JMLR 2016 Optimal Cluster Recovery in the Labeled Stochastic Block Model NeurIPS 2016 Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016 Scalable MCMC for Mixed Membership Stochastic Blockmodels AISTATS 2016 Semidefinite Programs for Exact Recovery of a Hidden Community COLT 2016 Spectral thresholds in the bipartite stochastic block model COLT 2016 Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices JMLR 2016 A class of network models recoverable by spectral clustering NeurIPS 2015 A Convex Optimization Framework for Bi-Clustering ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Consistent estimation of dynamic and multi-layer block models ICML 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery COLT 2015 Stochastic Block Transition Models for Dynamic Networks AISTATS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014 Graph Clustering With Missing Data: Convex Algorithms and Analysis NeurIPS 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013