Unsupervised Learning for Combinatorial Optimization Needs Meta-Learning

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Unsupervised Learning for Combinatorial Optimization Needs Meta-Learning

International Conference on Learning Representations (ICLR), 2023

8 January 2023

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Papers citing "Unsupervised Learning for Combinatorial Optimization Needs Meta-Learning"

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Title
Binarizing Physics-Inspired GNNs for Combinatorial Optimization Martin Krutsky Gustav Sir Vyacheslav Kungurtsev Georgios Korpas AI4CE 156 0 0 18 Jul 2025
Learning for Dynamic Combinatorial Optimization without Training Data Yiqiao Liao Farinaz Koushanfar Parinaz Naghizadeh GNN AI4CE 192 0 0 26 May 2025
Regularized Langevin Dynamics for Combinatorial Optimization Shengyu Feng Yiming Yang 356 2 0 01 Feb 2025
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski Sepp Hochreiter Sebastian Lehner 293 44 0 03 Jun 2024
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and MoreInternational Conference on Machine Learning (ICML), 2024 Fanchen Bu Hyeonsoo Jo Soo Yong Lee SungSoo Ahn Kijung Shin 234 8 0 14 May 2024
Continuous Parallel Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems Yuma Ichikawa Hiroaki Iwashita CLL 190 1 0 03 Feb 2024