@article{modelsteeringlearningwithareference, title = {Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws}, author = {Xiyuan Wei and Ming Lin and Fanjiang Ye and Fengguang Song and Liangliang Cao and My T. Thai and Tianbao Yang}, year = {2025}, eprint = {2505.06699}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.06699v3}, }