46 citations · 125 across the 11 of their papers we have counts for
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stat.ML2021
Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect
Alessio Benavoli, Jason Wyse, Arthur White
We present a two-stage Metropolis-Hastings algorithm for sampling probabilistic models, whose log-likelihood is computationally expensive to evaluate, by using a surrogate Gaussian…
q-bio.PE2021★ 22 cited
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention cost
Fatima-Zahra Jaouimaa, Daniel Dempsey, Suzanne van Osch +4
Strategies adopted globally to mitigate the threat of COVID-19 have primarily involved lockdown measures with substantial economic and social costs with varying degrees of success.…