Combinatorial Optimization

Submodular Attribute Selection for Action Recognition in Video NeurIPS 2014 Submodularization for Binary Pairwise Energies CVPR 2014 Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NeurIPS 2014 Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 Video Classification using Semantic Concept Co-occurrences CVPR 2014 Adaptive Anonymity via b-Matching NeurIPS 2013 A Global Approach for the Detection of Vanishing Points and Mutually Orthogonal Vanishing Directions CVPR 2013 A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NeurIPS 2013 Bethe Bounds and Approximating the Global Optimum AISTATS 2013 Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013 Computing the M Most Probable Modes of a Graphical Model AISTATS 2013 Consensus Ranking with Signed Permutations AISTATS 2013 Convex Relaxations for Permutation Problems NeurIPS 2013 Deterministic Fitting of Multiple Structures Using Iterative MaxFS with Inlier Scale Estimation ICCV 2013 Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013 Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013 Embed and Project: Discrete Sampling with Universal Hashing NeurIPS 2013 Enhanced statistical rankings via targeted data collection ICML 2013 Exemplar-Based Graph Matching for Robust Facial Landmark Localization ICCV 2013 Experiment Selection for Causal Discovery JMLR 2013 Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 2013 FasT-Match: Fast Affine Template Matching CVPR 2013 Fast Scheduling of Multi-Robot Teams with Temporospatial Constraints RSS 2013 Fast Semidifferential-based Submodular Function Optimization ICML 2013 Finding Optimal Bayesian Networks Using Precedence Constraints JMLR 2013