Mrinank Sharma
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Inferring the effectiveness of government interventions against COVID-19
JM Brauner*, S Mindermann*, M Sharma*, D Johnston, J Salvatier, ...
Science 371 (6531), 2021
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe
M Sharma, S Mindermann, C Rogers-Smith, G Leech, B Snodin, J Ahuja, ...
Nature Communications 12 (1), 1-13, 2021
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England
S Mishra, S Mindermann, M Sharma, C Whittaker, TA Mellan, T Wilton, ...
EClinicalMedicine 39, 2021
Is the cure really worse than the disease? The health impacts of lockdowns during COVID-19
G Meyerowitz-Katz, S Bhatt, O Ratmann, JM Brauner, S Flaxman, ...
BMJ Global Health 6 (8), e006653, 2021
Mask wearing in community settings reduces SARS-CoV-2 transmission
G Leech, C Rogers-Smith, JT Monrad, JB Sandbrink, B Snodin, R Zinkov, ...
Proceedings of the National Academy of Sciences 119 (23), e2119266119, 2022
Seasonal variation in SARS-CoV-2 transmission in temperate climates: A Bayesian modelling study in 143 European regions
T Gavenčiak, JT Monrad, G Leech, M Sharma, S Mindermann, S Bhatt, ...
PLOS Computational Biology 18 (8), e1010435, 2022
How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19?
M Sharma*, S Mindermann*, J Brauner*, G Leech, A Stephenson, ...
Advances in Neural Information Processing Systems 33, 2020
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt
S Mindermann, JM Brauner, MT Razzak, M Sharma, A Kirsch, W Xu, ...
International Conference on Machine Learning, 15630-15649, 2022
A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
G Altman, J Ahuja, JT Monrad, G Dhaliwal, C Rogers-Smith, G Leech, ...
Scientific Data 9 (1), 145, 2022
Differentially Private Federated Variational Inference
M Sharma*, M Hutchinson*, S Swaroop, A Honkela, RE Turner
2nd Privacy in Machine Learning Workshop (PriML 2019) at the 33rd Conference …, 2019
Do Bayesian Neural Networks Need To Be Fully Stochastic?
M Sharma, S Farquhar, E Nalisnick, T Rainforth
International Conference on Artificial Intelligence and Statistics, 7694-7722, 2023
Incorporating Unlabelled Data into Bayesian Neural Networks
M Sharma, T Rainforth, YW Teh, V Fortuin
arXiv preprint arXiv:2304.01762, 2023
Effectiveness assessment of non-pharmaceutical interventions: lessons learned from the COVID-19 pandemic
A Lison, N Banholzer, M Sharma, S Mindermann, HJT Unwin, S Mishra, ...
The Lancet Public Health 8 (4), e311-e317, 2023
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