156 citations · 262 across the 16 of their papers we have counts for
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stat.CO2016★ 5 cited
The block-Poisson estimator for optimally tuned exact subsampling MCMC
Matias Quiroz, Minh-Ngoc Tran, Mattias Villani +2
Speeding up Markov Chain Monte Carlo (MCMC) for datasets with many observations by data subsampling has recently received considerable attention. A pseudo-marginal MCMC method is p…
stat.ME2016★ 12 cited
The Block Pseudo-Marginal Sampler
M. -N. Tran, R. Kohn, M. Quiroz +1
The pseudo-marginal (PM) approach is increasingly used for Bayesian inference in statistical models, where the likelihood is intractable but can be estimated unbiasedly. %Examples…