Gaussian process methods for one-dimensional diffusions: optimal rates and adaptation

1 June 2015

Papers citing "Gaussian process methods for one-dimensional diffusions: optimal rates and adaptation"

7 / 7 papers shown

Title
Sparsity-promoting and edge-preserving maximum a posteriori estimators in non-parametric Bayesian inverse problems S. Agapiou Martin Burger Masoumeh Dashti T. Helin 38 47 0 09 May 2017
Analysis of the Gibbs sampler for hierarchical inverse problems S. Agapiou Johnathan M. Bardsley O. Papaspiliopoulos Andrew M. Stuart 73 60 0 05 Nov 2013
Bayes procedures for adaptive inference in inverse problems for the white noise model B. Knapik Botond Szabó A. van der Vaart J. H. Zanten 55 81 0 17 Sep 2012
Lower bounds for posterior rates with Gaussian process priors I. Castillo 97 95 0 17 Jul 2008
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 203 431 0 18 Jun 2008
Reproducing kernel Hilbert spaces of Gaussian priors Van der Vaart V. Zanten 90 223 0 21 May 2008
Nonparametric Bayesian model selection and averaging S. Ghosal J. Lember A. van der Vaart 155 94 0 01 Feb 2008