community detection

Axioms for Graph Clustering Quality Functions JMLR 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014 Efficient Minimax Signal Detection on Graphs NeurIPS 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 Bayesian Hierarchical Community Discovery NeurIPS 2013 Efficient Online Inference for Bayesian Nonparametric Relational Models NeurIPS 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NeurIPS 2013 Unsupervised Link Selection in Networks AISTATS 2013 Why Steiner-tree type algorithms work for community detection AISTATS 2013 Clustering Sparse Graphs NeurIPS 2012 Graphlet decomposition of a weighted network AISTATS 2012 Learning to Discover Social Circles in Ego Networks NeurIPS 2012 On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NeurIPS 2012 Scalable Inference of Overlapping Communities NeurIPS 2012 Multiscale Community Blockmodel for Network Exploration AISTATS 2011 Dynamic Infinite Relational Model for Time-varying Relational Data Analysis NeurIPS 2010 Mixed Membership Stochastic Blockmodels NeurIPS 2008