@article{howwidthanddatashapegeneralizationscalin, title = {How Width and Data Shape Generalization Scaling Laws in Quadratic Neural Networks}, author = {Julius Girardin and Emanuele Troiani and Yizhou Xu and Vittorio Erba and Florent Krzakala and Lenka Zdeborová}, year = {2026}, eprint = {2606.28242}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.28242}, }