"learning to optimize" Papers

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Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers

Qi Deng, Shuaicheng Niu, Ronghao Zhang et al.

AAAI 2025paperarXiv:2412.16901
4
citations

Principled Data Augmentation for Learning to Solve Quadratic Programming Problems

Chendi Qian, Christopher Morris

NEURIPS 2025spotlightarXiv:2506.01728

PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming

Bingheng Li, Linxin Yang, Yupeng Chen et al.

ICML 2024arXiv:2406.01908
19
citations

Towards Robust Learning to Optimize with Theoretical Guarantees

Qingyu Song, Wei Lin, Juncheng Wang et al.

CVPR 2024arXiv:2506.14263
3
citations