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Adeline Fermanian
Adeline Fermanian
Califrais
Verified email at califrais.fr - Homepage
Title
Cited by
Cited by
Year
Embedding and learning with signatures
A Fermanian
Computational Statistics & Data Analysis, 107148, 2020
732020
A generalised signature method for multivariate time series feature extraction
J Morrill, A Fermanian, P Kidger, T Lyons
arXiv preprint arXiv:2006.00873, 2020
60*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, 3121-3134, 2021
292021
Functional linear regression with truncated signatures
A Fermanian
arXiv preprint arXiv:2006.08442, 2020
17*2020
Learning time-dependent data with the signature transform
A Fermanian
Sorbonne Université, 2021
162021
New directions in the applications of rough path theory
A Fermanian, T Lyons, J Morrill, C Salvi
IEEE BITS the Information Theory Magazine, 2023
152023
Scaling ResNets in the Large-depth Regime
P Marion, A Fermanian, G Biau, JP Vert
arXiv preprint arXiv:2206.06929, 2022
122022
The insertion method to invert the signature of a path
A Fermanian, J Chang, T Lyons, G Biau
arXiv preprint arXiv:2304.01862, 2023
42023
Learning the dynamics of sparsely observed interacting systems
L Bleistein, A Fermanian, AS Jannot, A Guilloux
International Conference on Machine Learning, 2603-2640, 2023
32023
FLASH: a Fast joint model for Longitudinal And Survival data in High dimension
VT Nguyen, A Fermanian, A Guilloux, A Barbieri, S Zohar, AS Jannot, ...
arXiv preprint arXiv:2309.03714, 2023
22023
Learning with Signatures
G Biau, A Fermanian
Functional and High-Dimensional Statistics and Related Fields 5, 19-26, 2020
22020
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
S Surendran, A Godichon-Baggioni, A Fermanian, SL Corff
arXiv preprint arXiv:2402.02857, 2024
12024
Multivariate Online Linear Regression for Hierarchical Forecasting
M Hihat, G Garrigos, A Fermanian, S Bussy
arXiv preprint arXiv:2402.14578, 2024
2024
Dynamical Survival Analysis with Controlled Latent States
L Bleistein, VT Nguyen, A Fermanian, A Guilloux
arXiv preprint arXiv:2401.17077, 2024
2024
Rough paths and SPDE
I Bailleul, C Bellingeri, Y Bruned, A Fermanian, N Marie
ESAIM: Proceedings and Surveys 74, 169-184, 2023
2023
CO10. 4-Méthodes de signatures pour l'inférence de données d'épidémiologie en temps réel
L Bleistein, A Fermanian, A Jannot, A Guilloux
Revue d'Épidémiologie et de Santé Publique 71, 101630, 2023
2023
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