Discrete Optimization

Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus CVPR 2013 k-Prototype Learning for 3D Rigid Structures NeurIPS 2013 Learning Chordal Markov Networks by Constraint Satisfaction NeurIPS 2013 Lifting 3D Manhattan Lines from a Single Image ICCV 2013 Matrix factorization with binary components NeurIPS 2013 Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow CVPR 2013 Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013 Optimized Pedestrian Detection for Multiple and Occluded People CVPR 2013 Partial Enumeration and Curvature Regularization ICCV 2013 Potts Model, Parametric Maxflow and K-Submodular Functions ICCV 2013 Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Reflection methods for user-friendly submodular optimization NeurIPS 2013 Rounding Methods for Discrete Linear Classification ICML 2013 Structured Learning of Sum-of-Submodular Higher Order Energy Functions ICCV 2013 Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NeurIPS 2013 Submodular Salient Region Detection CVPR 2013 Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013 Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013 An Integer Optimization Approach to Associative Classification NeurIPS 2012 A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound NeurIPS 2012 Efficient Sampling from Combinatorial Space via Bridging AISTATS 2012 Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NeurIPS 2012 Learning Valuation Functions COLT 2012 MAP Inference in Chains using Column Generation NeurIPS 2012