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Adeline Fermanian
Adeline Fermanian
Sorbonne Université
Verified email at sorbonne-universite.fr - Homepage
Title
Cited by
Cited by
Year
Embedding and learning with signatures
A Fermanian
Computational Statistics & Data Analysis, 107148, 2020
282020
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
72021
Learning time-dependent data with the signature transform
A Fermanian
Sorbonne Université, 2021
22021
Learning with Signatures
G Biau, A Fermanian
International Workshop on Functional and Operatorial Statistics, 19-26, 2020
22020
Functional linear regression with truncated signatures
A Fermanian
arXiv preprint arXiv:2006.08442, 2020
2*2020
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Articles 1–6