David Ginsbourger
Universität Bern
H-index: 36
Europe-Switzerland
Top articles of David Ginsbourger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Some combinatorics of data leakage induced by clusters | Stochastic Environmental Research and Risk Assessment | Fabian Guignard David Ginsbourger Lilia Levy Häner Juan Manuel Herrera | 2024/4/11 |
Characteristic kernels on Hilbert spaces, Banach spaces, and on sets of measures | Bernoulli | Johanna Ziegel David Ginsbourger Lutz Dümbgen | 2024 |
Evaluating forecasts for high-impact events using transformed kernel scores | SIAM/ASA Journal on Uncertainty Quantification | Sam Allen David Ginsbourger Johanna Ziegel | 2023/9 |
Inference of geostatistical hyperparameters with the correlated pseudo-marginal method | Advances in Water Resources | Lea Friedli Niklas Linde David Ginsbourger Alejandro Fernandez Visentini Arnaud Doucet | 2023 |
Assessing the calibration of multivariate probabilistic forecasts | Quarterly Journal of the Royal Meteorological Society | Sam Allen Johanna Ziegel David Ginsbourger | 2023/7/11 |
Adaptive data-driven selection of sequences of biological and cognitive markers in clinical diagnosis of dementia | medRxiv | Patric Wyss David Ginsbourger Haochang Shou Christos Davatzikos Stefan Klöppel | 2022/1/1 |
Non-Sequential Ensemble Kalman Filtering using Distributed Arrays | arXiv preprint arXiv:2311.12909 | Cédric Travelletti Jörg Franke David Ginsbourger Stefan Brönnimann | 2023/11/21 |
Continuous logistic Gaussian random measure fields for spatial distributional modelling | arXiv preprint arXiv:2110.02876v2 | Athénaïs Gautier David Ginsbourger | 2023/6/9 |
Consistency of some sequential experimental design strategies for excursion set estimation based on vector-valued Gaussian processes | arXiv preprint arXiv:2310.07315 | Philip Stange David Ginsbourger | 2023/10/11 |
Fast calculation of gaussian process multiple-fold cross-validation residuals and their covariances | arXiv preprint arXiv:2101.03108v2 | David Ginsbourger Cedric Schärer | 2023/6/3 |
An energy-based model approach to rare event probability estimation | arXiv preprint arXiv:2310.04082 | Lea Friedli David Ginsbourger Arnaud Doucet Niklas Linde | 2023/10/6 |
Uncertainty Quantification and Experimental Design for large-scale linear Inverse Problems under Gaussian Process Priors | SIAM/ASA Journal on Uncertainty Quantification | Cédric Travelletti David Ginsbourger Niklas Linde | 2023 |
Disintegration of Gaussian measures for sequential assimilation of linear operator data | arXiv preprint arXiv:2207.13581 | Cédric Travelletti David Ginsbourger | 2022/7/27 |
Fast ABC with joint generative modelling and subset simulation | Eliane Maalouf David Ginsbourger Niklas Linde | 2021/10/4 | |
Lithological tomography with the correlated pseudo-marginal method | Geophysical Journal International | Lea Friedli Niklas Linde David Ginsbourger Arnaud Doucet | 2022 |
Goal-oriented adaptive sampling under random field modelling of response probability distributions | Athénaïs Gautier David Ginsbourger Guillaume Pirot | 2021/9/1 | |
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling | The Annals of Applied Statistics | Trygve Olav Fossum Cédric Travelletti Jo Eidsvik David Ginsbourger Kanna Rajan | 2021/6 |
Area-covering postprocessing of ensemble precipitation forecasts using topographical and seasonal conditions | Stochastic Environmental Research and Risk Assessment | Lea Friedli David Ginsbourger Jonas Bhend | 2021 |
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets | Technometrics | Dario Azzimonti David Ginsbourger Clément Chevalier Julien Bect Yann Richet | 2021 |
Probabilistic ABC with Spatial Logistic Gaussian Process modelling | Third Workshop on Machine Learning and the Physical Sciences | Athénaıs Gautier David Ginsbourger Guillaume Pirot | 2020 |
Co-Authors
