Designing truncated priors for direct and inverse Bayesian problems

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Designing truncated priors for direct and inverse Bayesian problems

21 May 2021

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Papers citing "Designing truncated priors for direct and inverse Bayesian problems"

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Title
Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem M. Giordano Richard Nickl 96 62 0 16 Oct 2019
On statistical Calderón problems Kweku Abraham Richard Nickl 48 18 0 08 Jun 2019
Bayesian linear inverse problems in regularity scales S. Gugushvili A. van der Vaart D. Yan 42 18 0 25 Feb 2018
Bayesian inverse problems with non-commuting operators Peter Mathé 22 11 0 29 Jan 2018
Bernstein - von Mises theorems for statistical inverse problems I: Schrödinger equation Richard Nickl 94 76 0 06 Jul 2017
Minimax rates for statistical inverse problems under general source conditions Litao Ding Peter Mathé 31 9 0 06 Jul 2017
Posterior consistency and convergence rates for Bayesian inversion with hypoelliptic operators Hanne Kekkonen Matti Lassas S. Siltanen 88 22 0 07 Jul 2015
A general approach to posterior contraction in nonparametric inverse problems B. Knapik J. Salomond MedIm 92 32 0 01 Jul 2014
Bayesian Posterior Contraction Rates for Linear Severely Ill-posed Inverse Problems S. Agapiou Andrew M. Stuart Yuan-Xiang Zhang 117 44 0 04 Oct 2012
Bayesian inverse problems with non-conjugate priors Kolyan Ray 131 85 0 27 Sep 2012
Bayesian optimal adaptive estimation using a sieve prior Julyan Arbel G. Gayraud Judith Rousseau 125 60 0 11 Apr 2012
Posterior Contraction Rates for the Bayesian Approach to Linear Ill-Posed Inverse Problems S. Agapiou S. Larsson Andrew M. Stuart 144 93 0 26 Mar 2012
Bayesian recovery of the initial condition for the heat equation B. Knapik Van der Vaart V. Zanten 119 60 0 25 Nov 2011
Bayesian inverse problems with Gaussian priors B. Knapik A. van der Vaart J. H. Zanten 121 228 0 14 Mar 2011
Lower bounds for posterior rates with Gaussian process priors I. Castillo 123 94 0 17 Jul 2008
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 238 432 0 18 Jun 2008
Convergence rates of posterior distributions for noniid observations S. Ghosal A. van der Vaart 413 398 0 03 Aug 2007