WIAS Preprint No. 2796, (2020)
The moving frame method for iterated-integrals: Orthogonal invariants
- Diehl, Joscha
- Preiß, Rosa
- Ruddy, Michael
- Tapia, Nikolas
2010 Mathematics Subject Classification
- 60L10 14L24
- Signature, geometric invariants, moving frame, orthogonal group
We explore the algebraic properties of a generalized version of the iterated-sums signature, inspired by previous work of F. Kiraly and H. Oberhauser. In particular, we show how to recover the character property of the associated linear map over the tensor algebra by considering a deformed quasi-shuffle product of words on the latter. We introduce three non-linear transformations on iterated-sums signatures, close in spirit to Machine Learning applications, and show some of their properties.
- Found. Comput. Math., published online on 01.06.2022, DOI 10.1007/s10208-022-09569-5 .