Combinatorial Optimization

Discrete Tabu Search for Graph Matching ICCV 2015 Distributed Submodular Cover: Succinctly Summarizing Massive Data NeurIPS 2015 Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015 Efficient Learning in Large-Scale Combinatorial Semi-Bandits ICML 2015 Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015 Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015 Fast Lifted MAP Inference via Partitioning NeurIPS 2015 Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015 Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 Label optimal regret bounds for online local learning COLT 2015 Learning Causal Graphs with Small Interventions NeurIPS 2015 Learning Submodular Losses with the Lovasz Hinge ICML 2015 Lifted Symmetry Detection and Breaking for MAP Inference NeurIPS 2015 Matching Bags of Regions in RGBD images CVPR 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 Minimum Weight Perfect Matching via Blossom Belief Propagation NeurIPS 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Monotone k-Submodular Function Maximization with Size Constraints NeurIPS 2015 Motion Planning for Unlabeled Discs with Optimality Guarantees RSS 2015 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 MRF Optimization by Graph Approximation CVPR 2015