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combinatorial optimization

1039 papers

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CO

Co-occurring keywords

approximation algorithm (630) graph neural network (3945) multi-armed bandit (1091) regret bound (1918) graph algorithm (177) neural network (6616) reinforcement learning (4122) submodular optimization (261) graph theory (249) discrete optimization (145)

Papers

Deep Learning at Alibaba IJCAI 2017
A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery ICML 2016
Cross-Graph Learning of Multi-Relational Associations ICML 2016
Correlation Clustering and Biclustering with Locally Bounded Errors ICML 2016
Hardness of Online Sleeping Combinatorial Optimization Problems NIPS 2016
Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016
Min Norm Point Algorithm for Higher Order MRF-MAP Inference CVPR 2016
An Efficient Streaming Algorithm for the Submodular Cover Problem NIPS 2016
Rounding-based Moves for Semi-Metric Labeling JMLR 2016
Improved Learning Complexity in Combinatorial Pure Exploration Bandits AISTATS 2016
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms JMLR 2016
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks PGM 2016
Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016
Efficient Algorithms for Adversarial Contextual Learning ICML 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016
Relaxation-Based Preprocessing Techniques for Markov Random Field Inference CVPR 2016
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016
The Chordal Graph Polytope for Learning Decomposable Models PGM 2016
Combinatorial Energy Learning for Image Segmentation NIPS 2016
The Product Cut NIPS 2016
Pruning Random Forests for Prediction on a Budget NIPS 2016
Tightness of LP Relaxations for Almost Balanced Models AISTATS 2016
Bipartite Correlation Clustering: Maximizing Agreements AISTATS 2016
Learning Combinatorial Functions from Pairwise Comparisons COLT 2016
Assortment Optimization Under the Mallows model NIPS 2016