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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

Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations NIPS 2023
Optimizing over trained GNNs via symmetry breaking NIPS 2023
Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract) AAAI 2022
k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022
Efficient Algorithms for Monotone Non-Submodular Maximization with Partition Matroid Constraint IJCAI 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
An Algorithmic Theory of Markets and Their Application to Decentralized Markets AAAI 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization NIPS 2022
Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) AAAI 2022
Minimum Cost Intervention Design for Causal Effect Identification ICML 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022
FastDOG: Fast Discrete Optimization on GPU CVPR 2022
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring AAAI 2022
Planning with Explanations for Finding Desired Meeting Points on Graphs AAAI 2022
Efficient Neural Neighborhood Search for Pickup and Delivery Problems IJCAI 2022
MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022
The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization AAAI 2022
Global Optimal K-Medoids Clustering of One Million Samples NIPS 2022
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications IJCAI 2022
Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022
Large Neighborhood Search with Decision Diagrams IJCAI 2022
Placing Green Bridges Optimally, with Habitats Inducing Cycles IJCAI 2022
Disentangling the Computational Complexity of Network Untangling IJCAI 2022