Adeline Fermanian - Google Scholar

Get my own profile

Cited by

	All	Since 2017
Citations	60	60
h-index	3	3
i10-index	2	2

0

26

13

20202021202213 25 21

Co-authors

Patrick KidgerPostgraduate Research Student, University of OxfordVerified email at kidger.site
James MorrillPhD Student, University of OxfordVerified email at maths.ox.ac.uk
Gérard BiauProfessor, Sorbonne University, ParisVerified email at sorbonne-universite.fr
Pierre MarionSorbonne UniversitéVerified email at upmc.fr
Jean-Philippe VertGoogle Brain / Mines ParisTechVerified email at mines-paristech.fr

Adeline Fermanian

Adeline Fermanian

Sorbonne Université

Verified email at sorbonne-universite.fr - Homepage

Statistics machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Embedding and learning with signatures A Fermanian Computational Statistics & Data Analysis, 107148, 2020	28	2020
A generalised signature method for multivariate time series feature extraction J Morrill, A Fermanian, P Kidger, T Lyons arXiv preprint arXiv:2006.00873, 2020	19*	2020
Framing RNN as a kernel method: A neural ODE approach A Fermanian, P Marion, JP Vert, G Biau Advances in Neural Information Processing Systems 34, 2021	7	2021
Learning time-dependent data with the signature transform A Fermanian Sorbonne Université, 2021	2	2021
Learning with Signatures G Biau, A Fermanian International Workshop on Functional and Operatorial Statistics, 19-26, 2020	2	2020
Functional linear regression with truncated signatures A Fermanian arXiv preprint arXiv:2006.08442, 2020	2*	2020

The system can't perform the operation now. Try again later.

Articles 1–6