Benjamin Walker

According to our database, Benjamin Walker authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Theoretical Foundations of Deep Selective State-Space Models.

Nicola Muca Cirone, Antonio Orvieto, Benjamin Walker, Cristopher Salvi, Terry J. Lyons

CoRR, 2024

Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference.

Benjamin Walker, Andrew D. McLeod, Tiexin Qin, Yichuan Cheng, Haoliang Li, Terry J. Lyons

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.

Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terry J. Lyons, Adam Mahdi

CoRR, 2023

Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations.

Tiexin Qin, Benjamin Walker, Terry J. Lyons, Hong Yan, Haoliang Li

CoRR, 2023

ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models.

Ahmed Ammar Naseer, Benjamin Walker, Christopher Landon, Andrew Ambrosy, Marat Fudim, Nicholas Wysham, Botros Toro, Sumanth Swaminathan, Terry J. Lyons

Proceedings of the Machine Learning for Healthcare Conference, 2023

Multimodal Deep Learning Approach to Predicting Neurological Recovery From Coma After Cardiac Arrest.

Felix Krones, Benjamin Walker, Guy Parsons, Terry J. Lyons, Adam Mahdi

Proceedings of the Computing in Cardiology, 2023

2022

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.

Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terence Lyons, Adam Mahdi

Proceedings of the Computing in Cardiology, 2022