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35 papers

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Co-occurring keywords · papers mentioning both

community detection (6) graph neural network (4) random graph (4) stochastic block model (4) graphical model (3) network analysis (3) spectral clustering (3) graph model (2) random measure (2) kernel methods (2)

Papers

Sparse Exchangeable Graphs and Their Limits via Graphon Processes JMLR 2018 Understanding Regularized Spectral Clustering via Graph Conductance NeurIPS 2018 Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks ACML 2017 Edge-exchangeable graphs and sparsity NeurIPS 2016 Private Graphon Estimation for Sparse Graphs NeurIPS 2015 Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery COLT 2015 Clustering Sparse Graphs NeurIPS 2012 An Application of Tree-Structured Expectation Propagation for Channel Decoding NeurIPS 2011 Learning Higher-Order Graph Structure with Features by Structure Penalty NeurIPS 2011 Fast Computation of Graph Kernels NeurIPS 2006