Bayesian inverse problems with non-conjugate priors

27 September 2012

Papers citing "Bayesian inverse problems with non-conjugate priors"

20 / 20 papers shown

Title
Convergence Rates for Learning Linear Operators from Noisy Data Maarten V. de Hoop Nikola B. Kovachki Nicholas H. Nelsen Andrew M. Stuart 21 54 0 27 Aug 2021
Statistical guarantees for Bayesian uncertainty quantification in non-linear inverse problems with Gaussian process priors F. Monard Richard Nickl G. Paternain 25 35 0 31 Jul 2020
Gaussian Processes with Errors in Variables: Theory and Computation Shuang Zhou D. Pati Tianying Wang Yun Yang R. Carroll 27 3 0 14 Oct 2019
Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions Richard Nickl Kolyan Ray 25 51 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
Bayesian inverse problems with unknown operators Mathias Trabs 29 12 0 30 Jan 2018
Bernstein -- von Mises theorems for statistical inverse problems II: Compound Poisson processes Richard Nickl Jakob Sohl 31 36 0 22 Sep 2017
Efficient Nonparametric Bayesian Inference For X-Ray Transforms F. Monard Richard Nickl G. Paternain 16 57 0 21 Aug 2017
On the Bernstein-Von Mises Theorem for High Dimensional Nonlinear Bayesian Inverse Problems Yulong Lu 29 16 0 01 Jun 2017
Sparsity-promoting and edge-preserving maximum a posteriori estimators in non-parametric Bayesian inverse problems S. Agapiou Martin Burger Masoumeh Dashti T. Helin 13 47 0 09 May 2017
A Bayesian nonparametric approach to log-concave density estimation Ester Mariucci Kolyan Ray Botond Szabó 67 11 0 28 Mar 2017
Posterior contraction rates for support boundary recovery M. Reiß Johannes Schmidt-Hieber 19 4 0 24 Mar 2017
Multiscale scanning in inverse problems K. Proksch Frank Werner Axel Munk 32 31 0 14 Nov 2016
Large Noise in Variational Regularization Martin Burger T. Helin Hanne Kekkonen 25 15 0 01 Feb 2016
Nonparametric Bayesian posterior contraction rates for discretely observed scalar diffusions Richard Nickl Jakob Sohl 17 76 0 19 Oct 2015
Posterior consistency and convergence rates for Bayesian inversion with hypoelliptic operators Hanne Kekkonen Matti Lassas S. Siltanen 19 22 0 07 Jul 2015
Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator Judith Rousseau Botond Szabó 34 56 0 19 Apr 2015
A general approach to posterior contraction in nonparametric inverse problems B. Knapik J. Salomond MedIm 31 32 0 01 Jul 2014
Frequentist coverage of adaptive nonparametric Bayesian credible sets Botond Szabó Van der Vaart V. Zanten 36 159 0 16 Oct 2013
Posterior Consistency for Bayesian Inverse Problems through Stability and Regression Results Sebastian J. Vollmer 41 55 0 17 Feb 2013