Efficient Nonparametric Bayesian Inference For X-Ray Transforms

21 August 2017

Papers citing "Efficient Nonparametric Bayesian Inference For X-Ray Transforms"

12 / 12 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
Stability and Statistical Inversion of Travel time Tomography Ashwin Tarikere Hanming Zhou 21 1 0 22 Sep 2023
A Bernstein--von-Mises theorem for the Calderón problem with piecewise constant conductivities Jan Bohr 26 2 0 16 Jun 2022
Dimension free non-asymptotic bounds on the accuracy of high dimensional Laplace approximation V. Spokoiny 33 22 0 23 Apr 2022
Convergence Rates for Learning Linear Operators from Noisy Data Maarten V. de Hoop Nikola B. Kovachki Nicholas H. Nelsen Andrew M. Stuart 19 54 0 27 Aug 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
Non-asymptotic error estimates for the Laplace approximation in Bayesian inverse problems T. Helin Remo Kretschmann 16 17 0 11 Dec 2020
Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions Richard Nickl Kolyan Ray 23 50 0 03 Oct 2018
Convergence rates for Penalised Least Squares Estimators in PDE-constrained regression problems Richard Nickl Sara van de Geer Sven Wang 15 59 0 24 Sep 2018
Bernstein -- von Mises theorems for statistical inverse problems II: Compound Poisson processes Richard Nickl Jakob Sohl 31 36 0 22 Sep 2017
Large Noise in Variational Regularization Martin Burger T. Helin Hanne Kekkonen 17 15 0 01 Feb 2016
Inversion of noisy Radon transform by SVD based needlet G. Kerkyacharian G. Kyriazis E. L. Pennec P. Petrushev D. Picard 91 21 0 19 Sep 2008