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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

Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation NIPS 2022
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NIPS 2022
Achieving Envy-Freeness with Limited Subsidies under Dichotomous Valuations IJCAI 2022
A Model-Oriented Approach for Lifting Symmetry-Breaking Constraints in Answer Set Programming IJCAI 2022
Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022
Game Design for Better Security of Combination Locks AAAI 2022
Maximizing Revenue under Market Shrinkage and Market Uncertainty NIPS 2022
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NIPS 2022
Scalable and Efficient Non-adaptive Deterministic Group Testing NIPS 2022
Faster and Scalable Algorithms for Densest Subgraph and Decomposition NIPS 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization NIPS 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022
Global Optimal K-Medoids Clustering of One Million Samples NIPS 2022
Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NIPS 2022
Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NIPS 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022
Secretary Matching with Vertex Arrivals and No Rejections AAAI 2022
Combinatorial Bayesian optimization with random mapping functions to convex polytopes UAI 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022
Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022