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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
Early Stopping for Ensemble Kalman-Bucy Inversion
Early Stopping for Ensemble Kalman-Bucy Inversion
Maia Tienstra
166
2
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
231
0
0
29 Feb 2024
Statistical inverse learning problems with random observations
Statistical inverse learning problems with random observations
Abhishake
T. Helin
Nicole Mucke
213
3
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
445
68
0
27 Aug 2021
Designing truncated priors for direct and inverse Bayesian problems
Designing truncated priors for direct and inverse Bayesian problemsElectronic Journal of Statistics (EJS), 2021
S. Agapiou
Peter Mathé
429
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 priorsAnnals of Statistics (Ann. Stat.), 2020
F. Monard
Richard Nickl
G. Paternain
302
45
0
31 Jul 2020
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations
  and Consistency
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations and ConsistencySMAI Journal of Computational Mathematics (SMAI-JCM), 2019
Matthew M. Dunlop
T. Helin
Andrew M. Stuart
290
24
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
533
24
0
09 Nov 2018
Bayesian inverse problems with unknown operators
Bayesian inverse problems with unknown operators
Mathias Trabs
216
12
0
30 Jan 2018
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