Predicting (Economic) Trends: Why Signature Method in Machine Learning
Author:
Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-97273-8_12
Reference20 articles.
1. Amendola, C., Friz, P., & Sturmfels, B. (2018). Varieties of signature tensors. arXiv preprint arXiv:1804.08325
2. Arribas, I. P. (2018). Derivatives pricing using signature payoffs. arXiv preprint arXiv:1809.09466
3. Arribas, I. P., Goodwin, G. M., Geddes, J. R., Lyons, T., & Saunders, K. E. (2018). A signature-based machine learning model for distinguishing bipolar disorder and borderline personality disorder. Translational Psychiatry, 8(1), Paper 274. https://doi.org/10.1038/s41398-018-0334-0
4. Boedihardjo, H., Geng, X., Lyons, T., & Yang, D. (2016). The signature of a rough path: Uniqueness. Advances in Mathematics, 293, 720–737. https://doi.org/10.1016/j.aim.2016.02.011
5. Boedihardjo, H., Ni, H., & Qian, Z. (2014). Uniqueness of signature for simple curves. Journal of Functional Analysis, 267(6), 1778–1806.
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