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Discrete Optimization

705 papers

Papers per year

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26
66
51
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Papers

An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Rounding-based Moves for Metric Labeling NIPS 2014
On the Convergence Rate of Decomposable Submodular Function Minimization NIPS 2014
Sparse binary zero-sum games ACML 2014
Near-Optimal Herding COLT 2014
A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields 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
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
Video Classification using Semantic Concept Co-occurrences CVPR 2014
Efficient Structured Parsing of Facades Using Dynamic Programming CVPR 2014
Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos CVPR 2014
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models CVPR 2014
Efficient Squared Curvature CVPR 2014
Globally Convergent Parallel MAP LP Relaxation Solver using the Frank-Wolfe Algorithm ICML 2014
Multi-Heuristic A* RSS 2014
Matrix factorization with binary components NIPS 2013
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Embed and Project: Discrete Sampling with Universal Hashing NIPS 2013