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Discrete Optimization

705 directly classified papers

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Papers

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
A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields CVPR 2014
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Provable Submodular Minimization using Wolfe's Algorithm NIPS 2014
Hardness of parameter estimation in graphical models NIPS 2014
Parallel Direction Method of Multipliers NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
On the Convergence Rate of Decomposable Submodular Function Minimization NIPS 2014
Zeta Hull Pursuits: Learning Nonconvex Data Hulls NIPS 2014
Learning to Search in Branch and Bound Algorithms NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Sparse binary zero-sum games ACML 2014
Near-Optimal Herding COLT 2014
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NIPS 2014
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis NIPS 2014
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Adaptive Submodular Maximization in Bandit Setting NIPS 2013