@article{optimalscalinglawsinlearninghierarchical, title = {Optimal scaling laws in learning hierarchical multi-index models}, author = {Leonardo Defilippis and Florent Krzakala and Bruno Loureiro and Antoine Maillard}, year = {2026}, eprint = {2602.05846}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.05846}, }