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Benjamin Walker
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Markov Decision Process
Theoretical Foundation
Autoregressive
Difference Equations
Top Venues
CoRR
MLHC
CinC
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Publications
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Benjamin Walker
,
Andrew D. McLeod
,
Tiexin Qin
,
Yichuan Cheng
,
Haoliang Li
,
Terry J. Lyons
Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference.
CoRR
(2024)
Nicola Muca Cirone
,
Antonio Orvieto
,
Benjamin Walker
,
Cristopher Salvi
,
Terry J. Lyons
Theoretical Foundations of Deep Selective State-Space Models.
CoRR
(2024)
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)
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)