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Combinatorial Optimization

2407 directly classified papers

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Papers

Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context AAAI 2024
Delegation-Relegation for Boolean Matrix Factorization AAAI 2024
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants AAAI 2024
SmartTransit.AI: A Dynamic Paratransit and Microtransit Application IJCAI 2024
Efficient Constrained K-center Clustering with Background Knowledge AAAI 2024
Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud NSDI 2024
Optimal Makespan in a Minute Timespan! A Scalable Multi-Robot Goal Assignment Algorithm for Minimizing Mission Time AAAI 2024
EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024
On Computing Makespan-Optimal Solutions for Generalized Sliding-Tile Puzzles AAAI 2024
Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024
EPVerifier: Accelerating Update Storms Verification with Edge-Predicate NSDI 2024
CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024
Efficient Constraint Generation for Stochastic Shortest Path Problems AAAI 2024
Social-Aware Group Display Configuration in VR Conference AAAI 2024
Non-monotone Sequential Submodular Maximization AAAI 2024
The Complexity of Optimizing Atomic Congestion AAAI 2024
Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming AAAI 2024
Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility AAAI 2024
Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024