Neural controlled differential equations for online prediction tasks J Morrill, P Kidger, L Yang, T Lyons arXiv preprint arXiv:2106.11028, 2021 | 36 | 2021 |
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 | 12 | 2022 |
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 | 2 | 2024 |
Nowcasting with signature methods SN Cohen, S Lui, W Malpass, G Mantoan, L Nesheim, A de Paula, ... arXiv preprint arXiv:2305.10256, 2023 | 2 | 2023 |
Optimising arrival management in air traffic control L Yang University of Oxford, 2022 | 1 | 2022 |
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 |