The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit
Morrill, J
Kormilitzin, A
Nevado-Holgado, A
Swaminathan, S
Howison, S
Lyons, T
2016 Computing in Cardiology Conference (CinC)
volume 45
page 1-page 4
(30 Dec 2019)
A Data-Driven Market Simulator for Small Data Environments
Buehler, H
Horvath, B
Lyons, T
Arribas, I
Wood, B
(01 Jan 2020)
Continuity in $\kappa$ in $SLE_\kappa$ theory using a constructive method and Rough Path Theory
Beliaev, D
Lyons, T
Margarint, V
(19 Feb 2020)
Distribution regression for sequential data
Lemercier, M
Salvi, C
Damoulas, T
Bonilla, E
Lyons, T
(10 Jun 2020)
The signature kernel is the solution of a Goursat PDE
Salvi, C
Cass, T
Foster, J
Lyons, T
Yang, W
(26 Jun 2020)
Generating Financial Markets With Signatures
Buehler, H
Horvath, B
Lyons, T
Arribas, I
Wood, B
(01 Jan 2020)
"Hey, that's not an ODE": Faster ODE Adjoints via Seminorms
Kidger, P
Chen, R
Lyons, T
(20 Sep 2020)
Neural SDEs as Infinite-Dimensional GANs
Kidger, P
Foster, J
Li, X
Oberhauser, H
Lyons, T
(06 Feb 2021)
New directions in the applications of rough path theory
Fermanian, A
Lyons, T
Morrill, J
Salvi, C
IEEE BITS the Information Theory Magazine
volume 3
issue 2
41-53
(10 Feb 2023)