Posterior consistency and convergence rates for Bayesian inversion with hypoelliptic operators

7 July 2015

Papers citing "Posterior consistency and convergence rates for Bayesian inversion with hypoelliptic operators"

16 / 16 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
Large Noise in Variational Regularization Martin Burger T. Helin Hanne Kekkonen 63 15 0 01 Feb 2016
Adaptive Bernstein-von Mises theorems in Gaussian white noise Kolyan Ray 71 56 0 12 Jul 2014
Honest Bayesian confidence sets for the L2-norm Botond Szabó A. van der Vaart Harry Van Zanten 67 29 0 29 Nov 2013
Frequentist coverage of adaptive nonparametric Bayesian credible sets Botond Szabó Van der Vaart V. Zanten 77 159 0 16 Oct 2013
On the Bernstein-von Mises phenomenon for nonparametric Bayes procedures I. Castillo Richard Nickl 77 130 0 09 Oct 2013
On adaptive posterior concentration rates M. Hoffmann Judith Rousseau Johannes Schmidt-Hieber 127 85 0 22 May 2013
Posterior Consistency for Bayesian Inverse Problems through Stability and Regression Results Sebastian J. Vollmer 72 55 0 17 Feb 2013
Bayesian Posterior Contraction Rates for Linear Severely Ill-posed Inverse Problems S. Agapiou Andrew M. Stuart Yuan-Xiang Zhang 66 42 0 04 Oct 2012
Bayesian inverse problems with non-conjugate priors Kolyan Ray 108 85 0 27 Sep 2012
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
Nonparametric Bernstein-von Mises theorems in Gaussian white noise I. Castillo Richard Nickl 108 147 0 19 Aug 2012
Posterior Contraction Rates for the Bayesian Approach to Linear Ill-Posed Inverse Problems S. Agapiou S. Larsson Andrew M. Stuart 87 92 0 26 Mar 2012
Bayesian recovery of the initial condition for the heat equation B. Knapik Van der Vaart V. Zanten 79 59 0 25 Nov 2011
Bayesian inverse problems with Gaussian priors B. Knapik A. van der Vaart J. H. Zanten 87 227 0 14 Mar 2011
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 191 430 0 18 Jun 2008