conftrace_

community detection

276 papers

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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

Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018
Significance-based community detection in weighted networks JMLR 2018
Bipartite Stochastic Block Models with Tiny Clusters NIPS 2018
It’s going to be okay: Measuring Access to Support in Online Communities EMNLP 2018
Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks EMNLP 2018
Network Global Testing by Counting Graphlets ICML 2018
Submatrix localization via message passing JMLR 2018
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues NIPS 2018
Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms AISTATS 2018
Community Detection and Stochastic Block Models: Recent Developments JMLR 2018
Provable Estimation of the Number of Blocks in Block Models AISTATS 2018
PRUNE: Preserving Proximity and Global Ranking for Network Embedding NIPS 2017
Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification IJCAI 2017
From which world is your graph NIPS 2017
The Importance of Communities for Learning to Influence NIPS 2017
Leveraging Node Attributes for Incomplete Relational Data ICML 2017
Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic IJCAI 2017
On clustering network-valued data NIPS 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations ICML 2017
Community Extraction in Multilayer Networks with Heterogeneous Community Structure JMLR 2017
Achieving Optimal Misclassification Proportion in Stochastic Block Models JMLR 2017
Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation NIPS 2017
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices JMLR 2016