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Combinatorial Optimization

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Papers

On Greedy Maximization of Entropy ICML 2015
Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015
Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015
Book2Movie: Aligning Video Scenes With Book Chapters CVPR 2015
GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NIPS 2015
Monotone k-Submodular Function Maximization with Size Constraints NIPS 2015
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015
Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015
Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015
Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Label optimal regret bounds for online local learning COLT 2015
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015
Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015
Submodularity in Data Subset Selection and Active Learning ICML 2015
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015
Efficient Learning in Large-Scale Combinatorial Semi-Bandits ICML 2015
A Nearly-Linear Time Framework for Graph-Structured Sparsity ICML 2015
Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top ICML 2015
On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015
Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction CVPR 2015
SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals NIPS 2015
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching CVPR 2015