Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling TO Fossum, C Travelletti, J Eidsvik, D Ginsbourger, K Rajan The Annals of Applied Statistics 15 (2), 597-618, 2021 | 17 | 2021 |
Disintegration of Gaussian Measures for Sequential Assimilation of Linear Operator Data C Travelletti, D Ginsbourger arXiv preprint arXiv:2207.13581, 2022 | 3 | 2022 |
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors C Travelletti, D Ginsbourger, N Linde SIAM/ASA Journal on Uncertainty Quantification 11 (1), 168-198, 2023 | 1 | 2023 |
Non-Sequential Ensemble Kalman Filtering using Distributed Arrays C Travelletti, J Franke, D Ginsbourger, S Brönnimann arXiv preprint arXiv:2311.12909, 2023 | | 2023 |
Efficient Gaussian process updating under linear operator data for uncertainty reduction on implicit sets in Bayesian inverse problems C Travelletti Universität Bern, 0 | | |
Sequential Design of Experiments with Gaussian Processes D Azzimonti, C Travelletti | | |