@article {bd1510, AUTHOR = {Bunker, J. and Girolami, M. and Lambley, H. and Stuart, A. M. and Sullivan, T. J.}, TITLE = {{Autoencoders in function space}}, FJOURNAL = {Journal of Machine Learning Research}, JOURNAL = {J. Mach. Learn. Res.}, YEAR = {2025}, }