James Morrill
James Morrill
Verified email at
Cited by
Cited by
Neural controlled differential equations for irregular time series
P Kidger, J Morrill, J Foster, T Lyons
Advances in Neural Information Processing Systems 33, 6696-6707, 2020
Neural rough differential equations for long time series
J Morrill, C Salvi, P Kidger, J Foster
International Conference on Machine Learning, 7829-7838, 2021
The signature-based model for early detection of sepsis from electronic health records in the intensive care unit
J Morrill, A Kormilitzin, A Nevado-Holgado, S Swaminathan, S Howison, ...
2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019
A generalised signature method for multivariate time series feature extraction
J Morrill, A Fermanian, P Kidger, T Lyons
arXiv preprint arXiv:2006.00873, 2020
On the choice of interpolation scheme for neural CDEs
J Morrill, P Kidger, L Yang, T Lyons
Transactions on Machine Learning Research 2022 (9), 2022
Utilization of the signature method to identify the early onset of sepsis from multivariate physiological time series in critical care monitoring
JH Morrill, A Kormilitzin, AJ Nevado-Holgado, S Swaminathan, ...
Critical Care Medicine 48 (10), e976-e981, 2020
Generalised interpretable shapelets for irregular time series
P Kidger, J Morrill, T Lyons
arXiv preprint arXiv:2005.13948, 2020
A machine learning methodology for identification and triage of heart failure exacerbations
J Morrill, K Qirko, J Kelly, A Ambrosy, B Toro, T Smith, N Wysham, ...
Journal of Cardiovascular Translational Research 15 (1), 103-115, 2022
New directions in the applications of rough path theory
A Fermanian, T Lyons, J Morrill, C Salvi
IEEE BITS the Information Theory Magazine, 2023
The system can't perform the operation now. Try again later.
Articles 1–9