Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors

19 May 2016

Papers citing "Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors"

10 / 10 papers shown

Title
Conditional Generative Models are Provably Robust: Pointwise Guarantees for Bayesian Inverse Problems Fabian Altekrüger Paul Hagemann Gabriele Steidl TPM 29 9 0 28 Mar 2023
Bayesian neural network priors for edge-preserving inversion Chen Li Matthew M. Dunlop G. Stadler 20 12 0 20 Dec 2021
Γ-convergence of Onsager-Machlup functionals. Part I: With applications to maximum a posteriori estimation in Bayesian inverse problems Birzhan Ayanbayev I. Klebanov H. Lie T. Sullivan 16 13 0 10 Aug 2021
Multiplicative noise in Bayesian inverse problems: Well-posedness and consistency of MAP estimators Matthew M. Dunlop 19 6 0 31 Oct 2019
On the well-posedness of Bayesian inverse problems J. Latz 22 48 0 26 Feb 2019
Dimension-Robust MCMC in Bayesian Inverse Problems Victor Chen Matthew M. Dunlop O. Papaspiliopoulos Andrew M. Stuart 25 36 0 09 Mar 2018
Bayesian Probabilistic Numerical Methods Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 19 164 0 13 Feb 2017
Hyperpriors for Matérn fields with applications in Bayesian inversion L. Roininen Mark Girolami Sari Lasanen M. Markkanen 8 57 0 09 Dec 2016
Well-posed Bayesian Inverse Problems: Priors with Exponential Tails Bamdad Hosseini N. Nigam 13 46 0 09 Apr 2016
Cauchy difference priors for edge-preserving Bayesian inversion with an application to X-ray tomography M. Markkanen L. Roininen Janne M. J. Huttunen Sari Lasanen 44 32 0 19 Mar 2016