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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

Finding Dense Subgraphs via Low-Rank Bilinear Optimization ICML 2014
Clustering Partially Observed Graphs via Convex Optimization JMLR 2014
Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014
Axioms for Graph Clustering Quality Functions JMLR 2014
A Gang of Bandits NIPS 2013
Unsupervised Link Selection in Networks AISTATS 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
A Local Algorithm for Finding Well-Connected Clusters ICML 2013
Breaking the Small Cluster Barrier of Graph Clustering ICML 2013
Clustering Sparse Graphs NIPS 2012
Clustering Aggregation as Maximum-Weight Independent Set NIPS 2012
Multi-Level Partitioning and Distribution of the Assignment Problem for Large-Scale Multi-Robot Task Allocation RSS 2011
Segmentation and Unsupervised Part-based Discovery of Repetitive Objects RSS 2010
PAC-Bayesian Analysis of Co-clustering and Beyond JMLR 2010
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
Influence of graph construction on graph-based clustering measures NIPS 2008
Doubly Stochastic Normalization for Spectral Clustering NIPS 2006
Fundamental Limitations of Spectral Clustering NIPS 2006
Learning with Hypergraphs: Clustering, Classification, and Embedding NIPS 2006