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combinatorial optimization

1039 papers

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Also known as

CUCB COP 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

Learning to Perform Local Rewriting for Combinatorial Optimization NIPS 2019
Almost Envy-Freeness in Group Resource Allocation IJCAI 2019
Optimal Sparse Decision Trees NIPS 2019
K-Core Maximization: An Edge Addition Approach IJCAI 2019
Counting the Optimal Solutions in Graphical Models NIPS 2019
Improved Regret Bounds for Bandit Combinatorial Optimization NIPS 2019
A Graph Theoretic Additive Approximation of Optimal Transport NIPS 2019
The Parameterized Complexity of Cascading Portfolio Scheduling NIPS 2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NIPS 2019
KerGM: Kernelized Graph Matching NIPS 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019
End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization CVPR 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019
Algorithms for Average Regret Minimization AAAI 2019
Generalized Distance Bribery AAAI 2019
Disagreement-Based Combinatorial Pure Exploration: Sample Complexity Bounds and an Efficient Algorithm COLT 2019
Matroid Constrained Fair Allocation Problem AAAI 2019
Parameterized Heuristics for Incomplete Weighted CSPs AAAI 2019
Computer Generation of Birds of a Feather Puzzles AAAI 2019
Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning AAAI 2019
Separator-Based Pruned Dynamic Programming for Steiner Tree AAAI 2019
Fairly Allocating Many Goods with Few Queries AAAI 2019
An Imperfect Algorithm for Coalition Structure Generation AAAI 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019