@article{perturbingthederivativedoublywildrefitti, title = {Perturbing the Derivative: Doubly Wild Refitting for Model-Free Evaluation of Opaque Machine Learning Predictors}, author = {Haichen Hu and David Simchi-Levi}, year = {2025}, eprint = {2511.18789}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.18789}, }