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Combinatorial Optimization

2,409 papers

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Papers

Online Decision-Making in General Combinatorial Spaces NIPS 2014
On Integrated Clustering and Outlier Detection NIPS 2014
Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability AISTATS 2014
Learning Bounded Tree-width Bayesian Networks using Integer Linear Programming AISTATS 2014
Connected Sub-graph Detection AISTATS 2014
Lifted MAP Inference for Markov Logic Networks AISTATS 2014
Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014
Piecewise Planar and Compact Floorplan Reconstruction from Images CVPR 2014
Energy Based Multi-model Fitting & Matching for 3D Reconstruction CVPR 2014
Submodularization for Binary Pairwise Energies CVPR 2014
Maximum Persistency in Energy Minimization CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014
Fast and Reliable Two-View Translation Estimation CVPR 2014
Graph Cut based Continuous Stereo Matching using Locally Shared Labels CVPR 2014
Stable and Informative Spectral Signatures for Graph Matching CVPR 2014
Video Classification using Semantic Concept Co-occurrences CVPR 2014
Reconstructing Evolving Tree Structures in Time Lapse Sequences CVPR 2014
Local Regularity-driven City-scale Facade Detection from Aerial Images CVPR 2014
Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm ICML 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
Anti-differentiating approximation algorithms:A case study with min-cuts, spectral, and flow ICML 2014