39 citations · 64 across the 13 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.AP2024★ 3 cited
Real-time modelling of the SARS-CoV-2 pandemic in England 2020-2023: a challenging data integration
Paul J Birrell, Joshua Blake, Joel Kandiah +12
A central pillar of the UK's response to the SARS-CoV-2 pandemic was the provision of up-to-the moment nowcasts and short term projections to monitor current trends in transmission…
stat.ML2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
Likelihood-free inference methods based on neural conditional density estimation were shown to drastically reduce the simulation burden in comparison to classical methods such as A…