27 citations · 30 across the 5 of their papers we have counts for
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math.ST2018
Asymptotic uncertainty quantification for communities in sparse planted bi-section models
B. J. K. Kleijn, J. van Waaij
Posterior distributions for community structure in sparse planted bi-section models are shown to achieve exact (resp. almost-exact) recovery, with sharp bounds for the sparsity reg…
math.ST2016★ 2 cited
Full adaptation to smoothness using randomly truncated series priors with Gaussian coefficients and inverse gamma scaling
Jan van Waaij, Harry van Zanten
We study random series priors for estimating a functional parameter (f\in L^2[0,1]). We show that with a series prior with random truncation, Gaussian coefficients, and inverse gam…
math.ST2015★ 27 cited
Gaussian process methods for one-dimensional diffusions: optimal rates and adaptation
Jan van Waaij, Harry van Zanten
We study the performance of nonparametric Bayes procedures for one-dimensional diffusions with periodic drift. We improve existing convergence rate results for Gaussian process (GP…