Terry Lyons

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 13

Top Topics

Differential Equations

Top Venues

Publications

Mohamed R. Ibrahim, Terry Lyons
FaceTouch: Detecting hand-to-face touch with supervised contrastive learning to assist in tracing infectious disease. CoRR (2023)
Zehong Zhang, Fei Lu, Esther Xu Fei, Terry Lyons, Yannis G. Kevrekidis, Tom Woolf
Benchmarking optimality of time series classification methods in distinguishing diffusions. CoRR (2023)
Tiexin Qin, Benjamin Walker, Terry Lyons, Hong Yan, Haoliang Li
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations. CoRR (2023)
Elena Gal, Shaun Singh, Aldo Pacchiano, Ben Walker, Terry Lyons, Jakob N. Foerster
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem. CoRR (2023)
Felix Krones, Benjamin Walker, Guy Parsons, Terry Lyons, Adam Mahdi
Multimodal Deep Learning Approach to Predicting Neurological Recovery From Coma After Cardiac Arrest. CinC (2023)
Christian Bayer, Simon Breneis, Terry Lyons
An Adaptive Algorithm for Rough Differential Equations. CoRR (2023)
Ahmed Ammar Naseer, Benjamin Walker, Christopher Landon, Andrew Ambrosy, Marat Fudim, Nicholas Wysham, Botros Toro, Sumanth Swaminathan, Terry Lyons
ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models. MLHC (2023)
Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terry Lyons, Adam Mahdi
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection. CoRR (2023)
Terry Lyons, Andrew D. McLeod
Generalised Recombination Interpolation Method (GRIM). CoRR (2022)
Mohamed R. Ibrahim, Terry Lyons
ImageSig: A signature transform for ultra-lightweight image recognition. CoRR (2022)
Terry Lyons, Andrew D. McLeod
Signature Methods in Machine Learning. CoRR (2022)
Mohamed R. Ibrahim, Terry Lyons
ImageSig: A signature transform for ultra-lightweight image recognition. CVPR Workshops (2022)
Paul Moore, Theodor-Mihai Iliant, Filip-Alexandru Ion, Yue Wu, Terry Lyons
Path Signatures for Non-Intrusive Load Monitoring. ICASSP (2022)