Posterior Consistency for Bayesian Inverse Problems through Stability and Regression Results

17 February 2013

Papers citing "Posterior Consistency for Bayesian Inverse Problems through Stability and Regression Results"

10 / 10 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 60 15 0 01 Feb 2016
Bayesian Posterior Contraction Rates for Linear Severely Ill-posed Inverse Problems S. Agapiou Andrew M. Stuart Yuan-Xiang Zhang 54 42 0 04 Oct 2012
Bayesian inverse problems with non-conjugate priors Kolyan Ray 99 85 0 27 Sep 2012
Complexity Analysis of Accelerated MCMC Methods for Bayesian Inversion V. H. Hoang Christoph Schwab Andrew M. Stuart 63 112 0 10 Jul 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
Besov priors for Bayesian inverse problems Masoumeh Dashti Stephen Harris Andrew M. Stuart 81 119 0 04 May 2011
Bayesian inverse problems with Gaussian priors B. Knapik A. van der Vaart J. H. Zanten 82 225 0 14 Mar 2011
Uncertainty quantification and weak approximation of an elliptic inverse problem Masoumeh Dashti Andrew M. Stuart 55 101 0 01 Feb 2011
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 168 427 0 18 Jun 2008