155 citations · 955 across the 56 of their papers we have counts for
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math.ST2011★ 13 cited
Relevant statistics for Bayesian model choice
J. -M. Marin, N. Pillai, C. P. Robert +1
The choice of the summary statistics used in Bayesian inference and in particular in ABC algorithms has bearings on the validation of the resulting inference. Those statistics are…
math.ST2011★ 5 cited
Gradient Flow from a Random Walk in Hilbert Space
Natesh S. Pillai, Andrew M. Stuart, Alexandre H. Thiery
Consider a probability measure on a Hilbert space defined via its density with respect to a Gaussian. The purpose of this paper is to demonstrate that an appropriately defined Mark…