James Morrill

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Electronic Health Records

Brownian Motion

Differential Equations

Top Venues

Trans. Mach. Learn. Res.

Publications

Adeline Fermanian, Terry J. Lyons, James Morrill, Cristopher Salvi
New directions in the applications of rough path theory. CoRR (2023)
James Morrill, Patrick Kidger, Lingyi Yang, Terry J. Lyons
On the Choice of Interpolation Scheme for Neural CDEs. Trans. Mach. Learn. Res. 2022 (2022)
James Morrill, Cristopher Salvi, Patrick Kidger, James Foster
Neural Rough Differential Equations for Long Time Series. ICML (2021)
James Morrill, Patrick Kidger, Lingyi Yang, Terry J. Lyons
Neural Controlled Differential Equations for Online Prediction Tasks. CoRR (2021)
James Morrill, Adeline Fermanian, Patrick Kidger, Terry J. Lyons
A Generalised Signature Method for Time Series. CoRR (2020)
Patrick Kidger, James Morrill, Terry J. Lyons
Generalised Interpretable Shapelets for Irregular Time Series. CoRR (2020)
Patrick Kidger, James Morrill, James Foster, Terry J. Lyons
Neural Controlled Differential Equations for Irregular Time Series. NeurIPS (2020)
James Morrill, Patrick Kidger, Cristopher Salvi, James Foster, Terry J. Lyons
Neural CDEs for Long Time Series via the Log-ODE Method. CoRR (2020)
Patrick Kidger, James Morrill, James Foster, Terry J. Lyons
Neural Controlled Differential Equations for Irregular Time Series. CoRR (2020)
James Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons
The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit. CinC (2019)