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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

Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NIPS 2022
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NIPS 2022
Handling Slice Permutations Variability in Tensor Recovery AAAI 2022
Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study AAAI 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
An EF2X Allocation Protocol for Restricted Additive Valuations IJCAI 2022
Almost Full EFX Exists for Four Agents AAAI 2022
Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022
Faster and Scalable Algorithms for Densest Subgraph and Decomposition NIPS 2022
Certified Symmetry and Dominance Breaking for Combinatorial Optimisation AAAI 2022
A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract) AAAI 2022
Generalized Stochastic Matching AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features ICML 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization NIPS 2022
Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NIPS 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NIPS 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 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
Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022
FairFoody: Bringing In Fairness in Food Delivery AAAI 2022