Sotabase

Career

· AI Research Scientist, GE HealthCare2024–
· Postdoctoral Researcher in Machine Learning & Healthcare, University of Oxford2024–
· Researcher, University of Oxford Torr Vision Group2021–

Publications (17)

Simplified State Space Layers for Sequence Modeling
International Conference on Learning Representations · 2022
859
cited
On Nesting Monte Carlo Estimators
International Conference on Machine Learning · 2017
148
cited
Robust Asymmetric Learning in POMDPs
International Conference on Machine Learning · 2020
37
cited
Towards Scalable and Stable Parallelization of Nonlinear RNNs
Neural Information Processing Systems · 2024
24
cited
SIXO: Smoothing Inference with Twisted Objectives
2022
19
cited
Planning as Inference in Epidemiological Models
arXiv.org · 2020
12
cited
On the Opportunities and Pitfalls of Nesting Monte Carlo Estimators
2017
9
cited
Planning as Inference in Epidemiological Dynamics Models
Frontiers in Artificial Intelligence · 2020
7
cited
Switching Autoregressive Low-rank Tensor Models
Neural Information Processing Systems · 2023
6
cited
Coping With Simulators That Don't Always Return
International Conference on Artificial Intelligence and Statistics · 2020
4
cited
The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging
arXiv.org · 2019
3
cited
Generalising Cost-Optimal Particle Filtering
arXiv.org · 2018
1
cited
Updating the VESICLE-CNN Synapse Detector
arXiv.org · 2017
1
cited
On Nesting Monte Carlo Estimators – Supplementary Material
2018
Supplementary Materials: Robust Asymmetric Learning in POMDPs
2021
The development of an implementation methodology for computer aided production management in small, make-to-order manufacturing businesses
1996
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Andrew Warrington | Researcher Profile | Sotabase | Sotabase