Nonparametric Bernstein-von Mises Theorems

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Finite Sample Bernstein -- von Mises Theorem for Semiparametric Problems (2013, background): “Some results for particular semi and nonparametric problems are available from Kim and Lee (2004); Kim (2006); Leahu (2011); Castillo and Nickl (2013).”
On Bayesian supremum norm contraction rates (2013, methodology): “ate 1/ √ nand centered around an eﬃcient estimator of θ. Here are a few words on the general philosophy of the results speciﬁcally in the Bayesian context. Such method was used as a building block in [4]. The idea is to split the distance of interest in small pieces. For the sup-norm those pieces ca”