Paper "combinatorial optimization" Papers

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Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning

Swann Bessa, Darius Dabert, Max Bourgeat et al.

AAAI 2025paperarXiv:2408.12695

Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates

12620 Kyle Mana, Fernando Acero, Stephen Mak et al.

AAAI 2024paperarXiv:2307.08816

COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

Hao Tian, Sourav Medya, Wei Ye

AAAI 2024paperarXiv:2312.09086
5
citations

Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users

Hantao Yang, Xutong Liu, Zhiyong Wang et al.

AAAI 2024paperarXiv:2402.16312
9
citations

How to Make Knockout Tournaments More Popular?

Juhi Chaudhary, Hendrik Molter, Meirav Zehavi

AAAI 2024paperarXiv:2309.09967
5
citations

Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover

Takashi Horiyama, Yasuaki Kobayashi, Hirotaka Ono et al.

AAAI 2024paperarXiv:2312.10599
5
citations