@article{roughtransformerslightweightcontinuous, title = {Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching}, author = {Fernando Moreno-Pino and Álvaro Arroyo and Harrison Waldon and Xiaowen Dong and Álvaro Cartea}, year = {2024}, eprint = {2405.20799}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.20799v3}, }