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graph clustering

194 papers

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Co-occurring keywords

community detection (275) stochastic block model (146) spectral clustering (304) graph neural network (3945) network analysis (194) unsupervised learning (3255) approximation algorithm (630) contrastive learning (3979) multi-view clustering (199) hierarchical clustering (232)

Papers

Communication-Optimal Distributed Clustering NIPS 2016
Community Detection on Evolving Graphs NIPS 2016
Consistency of Cheeger and Ratio Graph Cuts JMLR 2016
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NIPS 2016
Graphons, mergeons, and so on! NIPS 2016
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016
Learning Communities in the Presence of Errors COLT 2016
Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015
A Convex Optimization Framework for Bi-Clustering ICML 2015
A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015
A class of network models recoverable by spectral clustering NIPS 2015
Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NIPS 2015
Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery COLT 2015
Parallel Correlation Clustering on Big Graphs NIPS 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints JMLR 2015
Community Detection Using Time-Dependent Personalized PageRank ICML 2015
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Clustering from Labels and Time-Varying Graphs NIPS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Multi-Scale Spectral Decomposition of Massive Graphs NIPS 2014
Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014
Community Detection via Random and Adaptive Sampling COLT 2014