@article{whyhighrankneuralnetworksgeneralizeanalg, title = {Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs}, author = {Yuka Hashimoto and Sho Sonoda and Isao Ishikawa and Masahiro Ikeda}, year = {2025}, eprint = {2509.21895}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.21895}, }