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Lingyi Yang
Lingyi Yang
Verified email at maths.ox.ac.uk
Title
Cited by
Cited by
Year
Neural controlled differential equations for online prediction tasks
J Morrill, P Kidger, L Yang, T Lyons
arXiv preprint arXiv:2106.11028, 2021
372021
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
122022
Nowcasting with signature methods
SN Cohen, S Lui, W Malpass, G Mantoan, L Nesheim, A de Paula, ...
arXiv preprint arXiv:2305.10256, 2023
42023
Subtle variation in sepsis-III definitions markedly influences predictive performance within and across methods
SN Cohen, J Foster, P Foster, H Lou, T Lyons, S Morley, J Morrill, H Ni, ...
Scientific Reports 14 (1), 1920, 2024
22024
Optimising arrival management in air traffic control
L Yang
University of Oxford, 2022
12022
Q-learning as a monotone scheme
L Yang
arXiv preprint arXiv:2405.20538, 2024
2024
Neural Controlled Differential Equations with Quantum Hidden Evolutions
L Yang, Z Shao
arXiv preprint arXiv:2404.19673, 2024
2024
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Articles 1–7