37 citations · 151 across the 27 of their papers we have counts for
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math.PR2018★ 1 cited
Spectral gaps and error estimates for infinite-dimensional Metropolis-Hastings with non-Gaussian priors
Bamdad Hosseini, James E Johndrow
We study a class of Metropolis-Hastings algorithms for target measures that are absolutely continuous with respect to a large class of non-Gaussian prior measures on Banach spaces.…
math.NA2018★ 2 cited
Simultaneous model calibration and source inversion in atmospheric dispersion models
Juan G. Garcia, Bamdad Hosseini, John M Stockie
We present a cost-effective method for model calibration and solution of source inversion problems in atmospheric dispersion modelling. We use Gaussian process emulations of atmosp…
stat.CO2018
Two Metropolis-Hastings algorithms for posterior measures with non-Gaussian priors in infinite dimensions
Bamdad Hosseini
We introduce two classes of Metropolis-Hastings algorithms for sampling target measures that are absolutely continuous with respect to non-Gaussian prior measures on infinite-dimen…