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

Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021

Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem AAAI 2021

Group Testing on a Network AAAI 2021

Optimal Kidney Exchange with Immunosuppressants AAAI 2021

Deep Graph Matching Under Quadratic Constraint CVPR 2021

Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions NIPS 2021

Fair Scheduling for Time-dependent Resources NIPS 2021

Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization NIPS 2021

Bandits with Knapsacks beyond the Worst Case NIPS 2021

Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NIPS 2021

Learning to delegate for large-scale vehicle routing NIPS 2021

Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes NIPS 2021

Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces NIPS 2021

Learning Collaborative Policies to Solve NP-hard Routing Problems NIPS 2021

Reinforcement Learning Enhanced Explainer for Graph Neural Networks NIPS 2021

Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NIPS 2021

Matrix encoding networks for neural combinatorial optimization NIPS 2021

Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components NIPS 2021

Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach NIPS 2021

Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization AAAI 2021

Minimum Robust Multi-Submodular Cover for Fairness AAAI 2021

Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment AAAI 2021

Individual Fairness in Kidney Exchange Programs AAAI 2021

An LP-Based Approach for Goal Recognition as Planning AAAI 2021

When Hashing Met Matching: Efficient Spatio-Temporal Search for Ridesharing AAAI 2021