conftrace_

community detection

276 papers

Explore in graph

Co-occurring keywords

stochastic block model (146) graph clustering (195) network analysis (194) spectral clustering (305) graph theory (249) graph neural network (3962) link prediction (624) spectral method (204) variational inference (2069) unsupervised learning (3264)

Papers

Computational Lower Bounds for Community Detection on Random Graphs COLT 2015
Community Detection via Measure Space Embedding NIPS 2015
Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NIPS 2015
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015
Axioms for Graph Clustering Quality Functions JMLR 2014
Efficient Minimax Signal Detection on Graphs NIPS 2014
Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014
Clustering from Labels and Time-Varying Graphs NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Community Detection via Random and Adaptive Sampling COLT 2014
A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014
Unsupervised Link Selection in Networks AISTATS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Why Steiner-tree type algorithms work for community detection AISTATS 2013
Modeling Overlapping Communities with Node Popularities NIPS 2013
A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013
Scalable Inference of Overlapping Communities NIPS 2012
Clustering Sparse Graphs NIPS 2012
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NIPS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Learning to Discover Social Circles in Ego Networks NIPS 2012
Multiscale Community Blockmodel for Network Exploration AISTATS 2011
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis NIPS 2010