graph theory

Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016 Edge-exchangeable graphs and sparsity NeurIPS 2016 Information-theoretic thresholds for community detection in sparse networks COLT 2016 The Product Cut NeurIPS 2016 Algorithms for Lipschitz Learning on Graphs COLT 2015 Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015 Correlation Clustering with Noisy Partial Information 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 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015 Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015 Temporally Coherent Interpretations for Long Videos Using Pattern Theory CVPR 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015 Random Bayesian networks with bounded indegree AISTATS 2014 Randomized Experimental Design for Causal Graph Discovery NeurIPS 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Testing Unfaithful Gaussian Graphical Models NeurIPS 2014 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013 Density estimation from unweighted k-nearest neighbor graphs: a roadmap NeurIPS 2013 Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus CVPR 2013 Joint Spectral Correspondence for Disparate Image Matching CVPR 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