@article{sharpgeneralizationboundsforfoundation, title = {Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters}, author = {Anastasis Kratsios and Tin Sum Cheng and Aurelien Lucchi and Haitz Sáez de Ocáriz Borde}, year = {2025}, eprint = {2506.14530}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14530v1}, }