Imperial College London

DrSethFlaxman

Faculty of Natural SciencesDepartment of Mathematics

Senior Lecturer in Statistical Machine Learning
 
 
 
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Contact

 

s.flaxman

 
 
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Location

 

522Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

COVID-19 research: I am working with colleagues from Imperial's Department of Mathematics and School of Public Health to model the spread of COVID-19.

Peer reviewed: "Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe", Flaxman, Mishra, Gandy et al, Nature, 2020 with accompanying website: https://mrc-ide.github.io/covid19estimates/

Reports (under review): 

- USA: https://www.imperial.ac.uk/mrc-global-infectious-disease-analysis/covid-19/report-23-united-states/ and website: https://mrc-ide.github.io/covid19usa/
- Brazil: https://www.imperial.ac.uk/mrc-global-infectious-disease-analysis/covid-19/report-21-brazil/
- Italy: https://www.imperial.ac.uk/mrc-global-infectious-disease-analysis/covid-19/report-20-italy/

Up to date news coverage of my research can be found here.

I am a senior lecturer in the statistics section of the Department of Mathematics at Imperial College London. I help lead the Machine Learning Initiative at Imperial and the StatML CDT (Imperial/Oxford). My research is on scalable methods and flexible models for spatiotemporal statistics and Bayesian machine learning, applied to public policy and social science. I've worked on application areas that include public health, crime, voting patterns, filter bubbles / echo chambers in media, the regulation of machine learning algorithms, and emotion. Find more information on my website.



Publications

Journals

Lavezzo E, Franchin E, Ciavarella C, et al., 2020, Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo'., Nature, Vol:584, ISSN:0028-0836, Pages:425-429

Grassly NC, Pons-Salort M, Parker EPK, et al., 2020, Comparison of molecular testing strategies for COVID-19 control: a mathematical modelling study, Lancet Infectious Diseases, ISSN:1473-3099

Flaxman S, Mishra S, Gandy A, et al., 2020, Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe, Nature, Vol:584, ISSN:0028-0836, Pages:257-261

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