@article{towardsinitializationdependentandnonvacu, title = {Towards Initialization-dependent and Non-vacuous Generalization Bounds for Overparameterized Shallow Neural Networks}, author = {Yunwen Lei and Yufeng Xie}, year = {2026}, eprint = {2604.00505}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.00505}, }