@article{learningbasedconvexapproximationfor, title = {Learning based convex approximation for constrained parametric optimization}, author = {Kang Liu and Wei Peng and Jianchen Hu}, year = {2025}, eprint = {2505.04037}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.04037v1}, }