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Harrison Zhu
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Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
Nature 584 (7820), 257-261, 2020
39002020
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
3162021
Imperial College COVID-19 Response Team
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
Estimating the effects of non-pharmaceutical interventions on COVID-19 in …, 2020
2922020
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), 6189, 2020
1682020
Report 21: Estimating COVID-19 cases and reproduction number in Brazil
T Mellan, H Hoeltgebaum, S Mishra, C Whittaker, R Schnekenberg, ...
1342020
Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modelling
S Mishra, JA Scott, DJ Laydon, S Flaxman, A Gandy, TA Mellan, ...
Scientific Reports 11 (1), 16342, 2021
552021
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, V Bradley, ...
MedRxiv, 2020.05. 05.20089359, 2020
452020
Inference of COVID-19 epidemiological distributions from Brazilian hospital data
I Hawryluk, TA Mellan, H Hoeltgebaum, S Mishra, RP Schnekenberg, ...
Journal of the Royal Society Interface 17 (172), 20200596, 2020
362020
Imperial College COVID-19 Response Team, Ghani AC, Donnelly CA, Riley S, Vollmer MAC, Ferguson NM, Okell LC, Bhatt S. 2020. Estimating the effects of non-pharmaceutical …
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
Nature 584 (7820), 257-261, 0
31
A sub-national analysis of the rate of transmission of COVID-19 in Italy
MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, V Bradley, ...
202020
A COVID-19 model for local authorities of the United Kingdom
S Mishra, JA Scott, DJ Laydon, H Zhu, NM Ferguson, S Bhatt, S Flaxman, ...
Journal of the Royal Statistical Society Series A: Statistics in Society 185 …, 2022
182022
Subnational analysis of the COVID-19 epidemic in Brazil
TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ...
MedRxiv, 2020.05. 09.20096701, 2020
182020
Grassmann Stein Variational Gradient Descent
X Liu, H Zhu, JF Ton, G Wynne, A Duncan
AISTATS 2022, 2022
112022
Imperial College C-RT, Ghani AC, Donnelly CA, Riley SM, Vollmer MAC, Ferguson NM, Okell LC, Bhatt S. Estimating the effects of non-pharmaceutical interventions on COVID-19 in …
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
Nature 584 (7820), 257-61, 2020
72020
Markovian gaussian process variational autoencoders
H Zhu, C Balsells-Rodas, Y Li
International Conference on Machine Learning, 42938-42961, 2023
62023
Convolutional neural processes for inpainting satellite images
A Pondaven, M Bakler, D Guo, H Hashim, M Ignatov, H Zhu
arXiv preprint arXiv:2205.12407, 2022
52022
Aggregated Gaussian processes with multiresolution Earth observation covariates
H Zhu, A Howes, O van Eer, M Rischard, Y Li, D Sejdinovic, S Flaxman
arXiv preprint arXiv:2105.01460, 2021
42021
Imperial College, C.-RT 2020. Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
Nature 10, 0
4
Bayesian Probabilistic Numerical Integration with Tree-Based Models
H Zhu, X Liu, R Kang, Z Shen, S Flaxman, FX Briol
Advances in Neural Information Processing Systems, NeurIPS, 2020, 2020
32020
Imperial College COVID-19 Response Team, AC Ghani, CA Donnelly, S. Riley, MAC Vollmer, NM Ferguson, LC Okell, S. Bhatt, Code for modelling estimated deaths and cases for COVID …
S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ...
3
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