@article{onlearningfunctionsoverbiological, title = {On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing}, author = {Samantha Petti and Carlos Martí-Gómez and Justin B. Kinney and Juannan Zhou and David M. McCandlish}, year = {2025}, eprint = {2504.19034}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.19034v1}, }