Graph Theory

Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013 Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013 Convex Relaxations for Permutation Problems NeurIPS 2013 Deformable Graph Matching CVPR 2013 Detecting Activations over Graphs using Spanning Tree Wavelet Bases AISTATS 2013 Enhanced statistical rankings via targeted data collection ICML 2013 From Bandits to Experts: A Tale of Domination and Independence NeurIPS 2013 Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013 Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013 Image Matting with Local and Nonlocal Smooth Priors CVPR 2013 Improving Graph Matching via Density Maximization ICCV 2013 Joint Geodesic Upsampling of Depth Images CVPR 2013 Learning Gaussian Graphical Models with Observed or Latent FVSs NeurIPS 2013 Lovasz theta function, SVMs and Finding Dense Subgraphs JMLR 2013 Markov Network Estimation From Multi-attribute Data ICML 2013 Message-Passing Algorithms for Quadratic Minimization JMLR 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NeurIPS 2013 Network Principles for SfM: Disambiguating Repeated Structures with Local Context ICCV 2013 On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing ICCV 2013 Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013 Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013 Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013