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Combinatorial Optimization

2407 directly classified papers

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Papers

On the Compilability of Bounded Numeric Planning IJCAI 2023
Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays IJCAI 2023
Octree Guided Unoriented Surface Reconstruction CVPR 2023
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023
K∗ Search over Orbit Space for Top-k Planning IJCAI 2023
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem IJCAI 2023
Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver ICML 2023
Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces NIPS 2023
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming ICML 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Select and Optimize: Learning to solve large-scale TSP instances AISTATS 2023
Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023
Proofs and Certificates for Max-SAT (Extended Abstract) IJCAI 2023
Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023
Fair Allocation of Indivisible Chores: Beyond Additive Costs NIPS 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023
Fully Dynamic Submodular Maximization over Matroids ICML 2023
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision EACL 2023
Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations NIPS 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars NIPS 2023
Combinatorial Group Testing with Selfish Agents NIPS 2023
Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints NIPS 2023
Enhancing Datalog Reasoning with Hypertree Decompositions IJCAI 2023
Computing Optimal Nash Equilibria in Multiplayer Games NIPS 2023