Graph Theory

Consistent estimation of dynamic and multi-layer block models ICML 2015 Contour Guided Hierarchical Model for Shape Matching ICCV 2015 Correlation Clustering with Noisy Partial Information COLT 2015 Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2015 Discrete Hyper-Graph Matching CVPR 2015 Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification COLT 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015 From random walks to distances on unweighted graphs NeurIPS 2015 Graph Approximation and Clustering on a Budget AISTATS 2015 Halting in Random Walk Kernels NeurIPS 2015 Human Action Segmentation With Hierarchical Supervoxel Consistency CVPR 2015 Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015 Inferring Graphs from Cascades: A Sparse Recovery Framework ICML 2015 Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015 Message Passing for Collective Graphical Models ICML 2015 Metric recovery from directed unweighted graphs AISTATS 2015 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 Multiple Random Walkers and Their Application to Image Cosegmentation CVPR 2015 New Insights Into Laplacian Similarity Search CVPR 2015 Object-Based RGBD Image Co-Segmentation With Mutex Constraint CVPR 2015 Optimizing the Viewing Graph for Structure-From-Motion ICCV 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Partitioning Well-Clustered Graphs: Spectral Clustering Works! COLT 2015 Predicting a Switching Sequence of Graph Labelings JMLR 2015