7 citations · 13 across the 12 of their papers we have counts for
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stat.AP2021★ 7 cited
Coexchangeable process modelling for uncertainty quantification in joint climate reconstruction
Lachlan Astfalck, Daniel Williamson, Niall Gandy +2
Any experiment with climate models relies on a potentially large set of spatio-temporal boundary conditions. These can represent both the initial state of the system and/or forcing…
stat.ME2021
Scalable Bayesian inference for time series via divide-and-conquer
Rihui Ou, Lachlan Astfalck, Deborshee Sen +1
Bayesian computational algorithms tend to scale poorly as data size increases. This has motivated divide-and-conquer-based approaches for scalable inference. These divide the data…