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Michael Hutchinson
Michael Hutchinson
University of Oxford
Verified email at stats.ox.ac.uk - Homepage
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Cited by
Year
Age groups that sustain resurging COVID-19 epidemics in the United States
M Monod, A Blenkinsop, X Xi, D Hebert, S Bershan, S Tietze, M Baguelin, ...
Science 371 (6536), eabe8372, 2021
1832021
State-level tracking of COVID-19 in the United States
HJT Unwin, S Mishra, VC Bradley, A Gandy, TA Mellan, H Coupland, ...
Nature communications 11 (1), 1-9, 2020
1342020
Report 21: Estimating COVID-19 cases and reproduction number in Brazil
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
medRxiv, 2020
1192020
Report 20: Using mobility to estimate the transmission intensity of COVID-19 in Italy: a subnational analysis with future scenarios
MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, H Zhu, ...
Imperial College COVID-19 Response Team May, 2020
59*2020
LieTransformer: Equivariant self-attention for Lie Groups
M Hutchinson, C Le Lan, S Zaidi, E Dupont, YW Teh, H Kim
arXiv preprint arXiv:2012.10885, 2020
332020
Subnational analysis of the COVID-19 epidemic in Brazil
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
MedRxiv, 2020
192020
Riemannian score-based generative modeling
V De Bortoli, E Mathieu, M Hutchinson, J Thornton, YW Teh, A Doucet
arXiv preprint arXiv:2202.02763, 2022
92022
Equivariant learning of stochastic fields: Gaussian processes and steerable conditional neural processes
P Holderrieth, MJ Hutchinson, YW Teh
International Conference on Machine Learning, 4297-4307, 2021
82021
Report 20: Using mobility to estimate the transmission intensity of COVID-19 in Italy: A subnational analysis with future scenarios. medRxiv [Preprint](2020)
MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, V Bradley, ...
Google Scholar, 2021
82021
Effectiveness and resource requirements of test, trace and isolate strategies for COVID in the UK
B He, S Zaidi, B Elesedy, M Hutchinson, A Paleyes, G Harling, ...
Royal Society open science 8 (3), 201491, 2021
7*2021
Report 21: Estimating COVID-19 Cases and Reproduction Number in Brazil (2020)
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
URL https://doi. org/10.25561/78872, 0
5
Efficient Bayesian inference of instantaneous re-production numbers at fine spatial scales, with an application to mapping and nowcasting the Covid-19 epidemic in british local …
YW Teh, A Bhoopchand, P Diggle, B Elesedy, B He, M Hutchinson, ...
URL https://rss. org. uk/RSS/media/File-library/News/2021/WhyeBhoopchand …, 2021
42021
Imperial College COVID-19 Response Team
M Monod, A Blenkinsop, X Xi, D Hebert, S Bershan, S Tietze, M Baguelin, ...
Age groups that sustain resurging COVID-19 epidemics in the United States …, 2021
32021
Differentially private federated variational inference
M Sharma, M Hutchinson, S Swaroop, A Honkela, RE Turner
arXiv preprint arXiv:1911.10563, 2019
32019
Riemannian Diffusion Schrödinger Bridge
J Thornton, M Hutchinson, E Mathieu, V De Bortoli, YW Teh, A Doucet
stat 1050, 7, 2022
2022
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels
M Hutchinson, A Terenin, V Borovitskiy, S Takao, Y Teh, M Deisenroth
Advances in Neural Information Processing Systems 34, 17160-17169, 2021
2021
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels
M Hutchinson, A Terenin, V Borovitskiy, S Takao, YW Teh, MP Deisenroth
arXiv preprint arXiv:2110.14423, 2021
2021
Federated Functional Variational Inference
M Hutchinson, M Reisser, C Louizos
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Articles 1–18