Analysis of the ensemble and polynomial chaos Kalman filters in Bayesian inverse problems OG Ernst, B Sprungk, HJ Starkloff SIAM/ASA Journal on Uncertainty Quantification 3 (1), 823-851, 2015 | 107 | 2015 |
On a generalization of the preconditioned Crank–Nicolson Metropolis algorithm D Rudolf, B Sprungk Foundations of Computational Mathematics 18, 309-343, 2018 | 84 | 2018 |
On the convergence of the Laplace approximation and noise-level-robustness of Laplace-based Monte Carlo methods for Bayesian inverse problems C Schillings, B Sprungk, P Wacker Numerische Mathematik 145, 915-971, 2020 | 78 | 2020 |
Convergence of sparse collocation for functions of countably many Gaussian random variables (with application to elliptic PDEs) OG Ernst, B Sprungk, L Tamellini SIAM Journal on Numerical Analysis 56 (2), 877-905, 2018 | 55 | 2018 |
On the local Lipschitz stability of Bayesian inverse problems B Sprungk Inverse Problems 36 (5), 055015, 2020 | 45 | 2020 |
Bayesian inverse problems and Kalman filters OG Ernst, B Sprungk, HJ Starkloff Extraction of Quantifiable Information from Complex Systems, 133-159, 2014 | 35 | 2014 |
Stochastic collocation for elliptic PDEs with random data: the lognormal case OG Ernst, B Sprungk Sparse Grids and Applications-Munich 2012, 29-53, 2014 | 22 | 2014 |
On the convergence of adaptive stochastic collocation for elliptic partial differential equations with affine diffusion M Eigel, OG Ernst, B Sprungk, L Tamellini SIAM Journal on Numerical Analysis 60 (2), 659-687, 2022 | 20 | 2022 |
On a Metropolis–Hastings importance sampling estimator D Rudolf, B Sprungk | 16 | 2020 |
On expansions and nodes for sparse grid collocation of lognormal elliptic PDEs OG Ernst, B Sprungk, L Tamellini Sparse Grids and Applications-Munich 2018, 1-31, 2021 | 15 | 2021 |
Quantitative spectral gap estimate and Wasserstein contraction of simple slice sampling V Natarovskii, D Rudolf, B Sprungk | 12 | 2021 |
The linear conditional expectation in Hilbert space I Klebanov, B Sprungk, TJ Sullivan Bernoulli 27 (4), 2267-2299, 2021 | 11 | 2021 |
Geometric convergence of elliptical slice sampling V Natarovskii, D Rudolf, B Sprungk International Conference on Machine Learning, 7969-7978, 2021 | 11 | 2021 |
The information content of credit ratings: evidence from European convertible bond markets S Hundt, B Sprungk, A Horsch The European Journal of Finance 23 (14), 1414-1445, 2017 | 11 | 2017 |
Wasserstein sensitivity of risk and uncertainty propagation OG Ernst, A Pichler, B Sprungk SIAM/ASA Journal on Uncertainty Quantification 10 (3), 915-948, 2022 | 8 | 2022 |
Robust random walk-like Metropolis-Hastings algorithms for concentrating posteriors D Rudolf, B Sprungk arXiv preprint arXiv:2202.12127, 2022 | 7 | 2022 |
Numerical methods for Bayesian inference in Hilbert spaces DMB Sprungk | 7 | 2017 |
Dimension‐independent Markov chain Monte Carlo on the sphere HC Lie, D Rudolf, B Sprungk, TJ Sullivan Scandinavian Journal of Statistics 50 (4), 1818-1858, 2023 | 6 | 2023 |
Metropolis‐Hastings Importance Sampling Estimator D Rudolf, B Sprungk PAMM 17 (1), 731-734, 2017 | 5 | 2017 |
Stability of doubly-intractable distributions M Habeck, D Rudolf, B Sprungk | 4 | 2020 |