@article{generalizationindeepneuralnetworksminima, title = {Minimax-Optimal Generalization Bounds for Smooth Deep Neural Networks Trained by (Stochastic) Gradient Descent}, author = {Junyu Zhou and Puyu Wang and Yunwen Lei and Marius Kloft and Yiming Ying}, year = {2026}, eprint = {2606.06772}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.06772}, }