Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem

16 October 2019

Papers citing "Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem"

8 / 8 papers shown

Title
A Bayesian approach with Gaussian priors to the inverse problem of source identification in elliptic PDEs Matteo Giordano 27 0 0 29 Feb 2024
Gaussian processes for Bayesian inverse problems associated with linear partial differential equations Tianming Bai A. Teckentrup K. Zygalakis 32 8 0 17 Jul 2023
Consistent inference for diffusions from low frequency measurements Richard Nickl 33 5 0 24 Oct 2022
A Bernstein--von-Mises theorem for the Calderón problem with piecewise constant conductivities Jan Bohr 21 2 0 16 Jun 2022
Minimax detection of localized signals in statistical inverse problems Markus Pohlmann Frank Werner Axel Munk 24 1 0 10 Dec 2021
Variational Bayesian Approximation of Inverse Problems using Sparse Precision Matrices Jan Povala Ieva Kazlauskaite Eky Febrianto F. Cirak Mark Girolami 26 22 0 22 Oct 2021
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy D. Sanz-Alonso Ruiyi Yang 13 12 0 06 Sep 2021
On log-concave approximations of high-dimensional posterior measures and stability properties in non-linear inverse problems Jan Bohr Richard Nickl 13 17 0 17 May 2021