community detection

Information-theoretic thresholds for community detection in sparse networks COLT 2016 Learning Communities in the Presence of Errors COLT 2016 Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016 On the low-rank approach for semidefinite programs arising in synchronization and community detection COLT 2016 Optimal Cluster Recovery in the Labeled Stochastic Block Model NeurIPS 2016 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 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 The non-convex Burer-Monteiro approach works on smooth semidefinite programs NeurIPS 2016 Unsupervised Learning from Noisy Networks with Applications to Hi-C Data NeurIPS 2016 A class of network models recoverable by spectral clustering NeurIPS 2015 A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015 Community Detection Using Time-Dependent Personalized PageRank ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Computational Lower Bounds for Community Detection on Random Graphs COLT 2015 Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015 Online Tensor Methods for Learning Latent Variable Models JMLR 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 Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts ICCV 2015 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014