834 citations · 3.9k across the 95 of their papers we have counts for
Showing 2014 · stat.COShow all
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stat.CO2014★ 11 cited
Accelerating Metropolis-Hastings algorithms: Delayed acceptance with prefetching
Marco Banterle, Clara Grazian, Christian P. Robert
MCMC algorithms such as Metropolis-Hastings algorithms are slowed down by the computation of complex target distributions as exemplified by huge datasets. We offer in this paper an…
stat.CO2014★ 38 cited
Pre-processing for approximate Bayesian computation in image analysis
Matthew T. Moores, Christopher C. Drovandi, Kerrie Mengersen +1
Most of the existing algorithms for approximate Bayesian computation (ABC) assume that it is feasible to simulate pseudo-data from the model at each iteration. However, the computa…