James Morrill

According to our database, James Morrill authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

New directions in the applications of rough path theory.

Adeline Fermanian, Terry J. Lyons, James Morrill, Cristopher Salvi

CoRR, 2023

2022

On the Choice of Interpolation Scheme for Neural CDEs.

James Morrill, Patrick Kidger, Lingyi Yang, Terry J. Lyons

Trans. Mach. Learn. Res., 2022

2021

Neural Controlled Differential Equations for Online Prediction Tasks.

James Morrill, Patrick Kidger, Lingyi Yang, Terry J. Lyons

CoRR, 2021

Neural Rough Differential Equations for Long Time Series.

James Morrill, Cristopher Salvi, Patrick Kidger, James Foster

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Neural CDEs for Long Time Series via the Log-ODE Method.

James Morrill, Patrick Kidger, Cristopher Salvi, James Foster, Terry J. Lyons

CoRR, 2020

A Generalised Signature Method for Time Series.

James Morrill, Adeline Fermanian, Patrick Kidger, Terry J. Lyons

CoRR, 2020

Generalised Interpretable Shapelets for Irregular Time Series.

Patrick Kidger, James Morrill, Terry J. Lyons

CoRR, 2020

Neural Controlled Differential Equations for Irregular Time Series.

Patrick Kidger, James Morrill, James Foster, Terry J. Lyons

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit.

James Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons

Proceedings of the 46th Computing in Cardiology, 2019