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Combinatorial Optimization

2407 directly classified papers

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Papers

Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024
Delegation-Relegation for Boolean Matrix Factorization AAAI 2024
Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming AAAI 2024
Multidimensional Fractional Programming for Normalized Cuts NIPS 2024
Efficient Constraint Generation for Stochastic Shortest Path Problems AAAI 2024
Are Graph Neural Networks Optimal Approximation Algorithms? NIPS 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
Parameterized Complexity of Kidney Exchange Revisited IJCAI 2024
Welfare Loss in Connected Resource Allocation IJCAI 2024
Towards a Theory of Machine Learning on Graphs and its Applications in Combinatorial Optimization IJCAI 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024
Online Submodular Maximization via Online Convex Optimization AAAI 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
Non-monotone Sequential Submodular Maximization AAAI 2024
Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility AAAI 2024
Warm-starting Push-Relabel NIPS 2024
Challenges of Generating Structurally Diverse Graphs NIPS 2024
Combinatorial Stochastic-Greedy Bandit AAAI 2024
Eliciting Kemeny Rankings AAAI 2024
NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem AAAI 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024
Conversational Modeling for Constraint Satisfaction AAAI 2024
Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024
Optimisation and Approximation in Abstract Argumentation: The Case of Stable Semantics IJCAI 2024
Altruism in Facility Location Problems AAAI 2024