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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

Distributed Weighted Matching via Randomized Composable Coresets ICML 2019
Solving Integer Quadratic Programming via Explicit and Structural Restrictions AAAI 2019
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping AAAI 2019
Low-Rank Semidefinite Programming for the MAX2SAT Problem AAAI 2019
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019
Computational Intractability and Solvability for the Birds of a Feather Game AAAI 2019
A Framework for Approval-Based Budgeting Methods AAAI 2019
A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem AAAI 2019
Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design AISTATS 2019
MaxHedge: Maximizing a Maximum Online AISTATS 2019
Rotational Diversity in Multi-Cycle Assignment Problems AAAI 2019
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019
Randomized Strategies for Robust Combinatorial Optimization AAAI 2019
Efficient Algorithms for Optimal Perimeter Guarding RSS 2019
Long-Distance Dependencies Don’t Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations ACL 2019
Combinatorial Algorithms for Optimal Design COLT 2019
Combinatorial Persistency Criteria for Multicut and Max-Cut CVPR 2019
Combinatorial Bayesian Optimization using the Graph Cartesian Product NIPS 2019
Facility Location Problem in Differential Privacy Model Revisited NIPS 2019
Submodular Function Minimization with Noisy Evaluation Oracle NIPS 2019
Correlation clustering with local objectives NIPS 2019
Approximating the Permanent by Sampling from Adaptive Partitions NIPS 2019
Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019
End to end learning and optimization on graphs NIPS 2019
Learning to Screen NIPS 2019