@article{hedgingwithmemoryshallowanddeeplearningw, title = {Hedging with memory: shallow and deep learning with signatures}, author = {Eduardo Abi Jaber and Louis-Amand Gérard}, year = {2025}, eprint = {2508.02759}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.02759}, }