graph analysis

33 papers

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Co-occurring keywords

community detection (275) link prediction (620) stochastic block model (146) network analysis (194) hypothesis testing (254) graph embedding (348) mixed membership (9) matrix completion (356) knowledge graph (1795) graphical model (863)

Papers

Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014

Link Prediction in Graphs with Autoregressive Features JMLR 2014

A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013

Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013

Link Prediction in Graphs with Autoregressive Features NIPS 2012

Random function priors for exchangeable arrays with applications to graphs and relational data NIPS 2012

On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NIPS 2012

Link Discovery using Graph Feature Tracking NIPS 2010