@article{kolmogorovarnoldnetworksapproximationand, title = {Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives}, author = {Anastasis Kratsios and Takashi Furuya}, year = {2025}, eprint = {2504.15110}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.15110v1}, }