@article{mathematicalfoundationofinterpretable, title = {Mathematical Foundation of Interpretable Equivariant Surrogate Models}, author = {Jacopo Joy Colombini and Filippo Bonchi and Francesco Giannini and Fosca Giannotti and Roberto Pellungrini and Patrizio Frosini}, year = {2025}, eprint = {2503.01942}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.01942v1}, }