James Morrill

Neural Controlled Differential Equations for Irregular Time Series

Patrick Kidger, James Morrill, James Foster et al. · arXiv (Cornell University) · 2020 · 154 citations · Full text

Deterministic Dynamical System, Engineering, Machine Learning +11

Neural Controlled Differential Equations for Irregular Time Series

Patrick Kidger, James Morrill, James Foster et al. · Neural Information Processing Systems · 2020 · 76 citations

Controlled Differential Equations, Deterministic Dynamical System, Engineering +12

Utilization of the Signature Method to Identify the Early Onset of Sepsis From Multivariate Physiological Time Series in Critical Care Monitoring

James Morrill, Andrey Kormilitzin, Alejo Nevado‐Holgado et al. · Critical Care Medicine · 2020 · 53 citations

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

James Morrill, Andrey Kormilitzin, Alejo Nevado‐Holgado et al. · Computing in Cardiology Conference · 2019 · 26 citations

Optimal Feature Selection, Engineering, Machine Learning +21

Neural Rough Differential Equations for Long Time Series

James Morrill, Cristopher Salvi, Patrick Kidger et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

Input Signal, Engineering, Machine Learning +14