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graph theory

249 papers

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Co-occurring keywords

combinatorial optimization (1039) network analysis (194) community detection (275) spectral clustering (304) graph algorithm (177) social network (226) stochastic block model (146) graphical model (863) approximation algorithm (630) random graph (47)

Papers

The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Algorithms for Lipschitz Learning on Graphs COLT 2015
Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2015
Stay on path: PCA along graph paths ICML 2015
Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015
Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015
Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Temporally Coherent Interpretations for Long Videos Using Pattern Theory CVPR 2015
Streaming Min-max Hypergraph Partitioning NIPS 2015
Random Bayesian networks with bounded indegree AISTATS 2014
Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Testing Unfaithful Gaussian Graphical Models NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Joint Spectral Correspondence for Disparate Image Matching CVPR 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013
Lovasz theta function, SVMs and Finding Dense Subgraphs JMLR 2013
On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing ICCV 2013
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013
Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013