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Bayesian linear inverse problems in regularity scales
v1v2 (latest)

Bayesian linear inverse problems in regularity scales

25 February 2018
S. Gugushvili
A. van der Vaart
D. Yan
ArXiv (abs)PDFHTML

Papers citing "Bayesian linear inverse problems in regularity scales"

9 / 9 papers shown
Title
Early Stopping for Ensemble Kalman-Bucy Inversion
Early Stopping for Ensemble Kalman-Bucy Inversion
Maia Tienstra
26
0
0
27 Mar 2024
A Bayesian approach with Gaussian priors to the inverse problem of
  source identification in elliptic PDEs
A Bayesian approach with Gaussian priors to the inverse problem of source identification in elliptic PDEs
Matteo Giordano
47
0
0
29 Feb 2024
Statistical inverse learning problems with random observations
Statistical inverse learning problems with random observations
Abhishake
T. Helin
Nicole Mucke
66
1
0
23 Dec 2023
Convergence Rates for Learning Linear Operators from Noisy Data
Convergence Rates for Learning Linear Operators from Noisy Data
Maarten V. de Hoop
Nikola B. Kovachki
Nicholas H. Nelsen
Andrew M. Stuart
182
58
0
27 Aug 2021
Designing truncated priors for direct and inverse Bayesian problems
Designing truncated priors for direct and inverse Bayesian problems
S. Agapiou
Peter Mathé
41
5
0
21 May 2021
Statistical guarantees for Bayesian uncertainty quantification in
  non-linear inverse problems with Gaussian process priors
Statistical guarantees for Bayesian uncertainty quantification in non-linear inverse problems with Gaussian process priors
F. Monard
Richard Nickl
G. Paternain
61
36
0
31 Jul 2020
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations
  and Consistency
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations and Consistency
Matthew M. Dunlop
T. Helin
Andrew M. Stuart
80
18
0
10 May 2019
Bernstein-von Mises theorems and uncertainty quantification for linear
  inverse problems
Bernstein-von Mises theorems and uncertainty quantification for linear inverse problems
M. Giordano
Hanne Kekkonen
148
21
0
09 Nov 2018
Bayesian inverse problems with unknown operators
Bayesian inverse problems with unknown operators
Mathias Trabs
74
12
0
30 Jan 2018
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