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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

Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019
Detecting Overlapping and Correlated Communities without Pure Nodes: Identifiability and Algorithm ICML 2019
Modularity-based Sparse Soft Graph Clustering AISTATS 2019
Variational Graph Embedding and Clustering with Laplacian Eigenmaps IJCAI 2019
Contextual Stochastic Block Models NIPS 2018
Bipartite Stochastic Block Models with Tiny Clusters NIPS 2018
Community Detection and Stochastic Block Models: Recent Developments JMLR 2018
Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018
Provable Estimation of the Number of Blocks in Block Models AISTATS 2018
Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels IJCAI 2018
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018
Learning A Structured Optimal Bipartite Graph for Co-Clustering NIPS 2017
Subspace Clustering via Tangent Cones NIPS 2017
Clustering from General Pairwise Observations with Applications to Time-varying Graphs JMLR 2017
Hierarchical Clustering Beyond the Worst-Case NIPS 2017
Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017
Affinity Clustering: Hierarchical Clustering at Scale NIPS 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations ICML 2017
On clustering network-valued data NIPS 2017
Watset: Automatic Induction of Synsets from a Graph of Synonyms ACL 2017
Analysis and Optimization of Graph Decompositions by Lifted Multicuts ICML 2017
Capacity Releasing Diffusion for Speed and Locality ICML 2017
Graph Clustering: Block-models and model free results NIPS 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016