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Céline Helbert
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2020 – today
- 2024
- [j12]Noé Fellmann, Mathis Pasquier, Christophette Blanchet-Scalliet, Céline Helbert, Aurora Spagnol, Delphine Sinoquet:
Sensitivity analysis for sets: Application to pollutant concentration maps. Qual. Reliab. Eng. Int. 40(8): 4209-4227 (2024) - 2023
- [j11]Christophette Blanchet-Scalliet, Bruno Demory, Thierry Gonon
, Céline Helbert:
Gaussian Process Regression on Nested Spaces. SIAM/ASA J. Uncertain. Quantification 11(2): 426-451 (2023) - [j10]Clément Duhamel, Céline Helbert, Miguel Munoz Zuniga, Clémentine Prieur, Delphine Sinoquet
A SUR version of the Bichon criterion for excursion set estimation. Stat. Comput. 33(2): 41 (2023) - 2021
- [i1]Mohamed Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet:
A sampling criterion for constrained Bayesian optimization with uncertainties. CoRR abs/2103.05706 (2021) - 2020
- [j9]François Bachoc, Céline Helbert, Victor Picheny:
Gaussian process optimization with failures: classification and convergence proof. J. Glob. Optim. 78(3): 483-506 (2020) - [j8]Mélina Ribaud, Christophette Blanchet-Scalliet, Céline Helbert, Frédéric Gillot:
Robust optimization: A kriging-based multi-objective optimization approach. Reliab. Eng. Syst. Saf. 200: 106913 (2020) - [j7]Claire Lauvernet
Metamodeling methods that incorporate qualitative variables for improved design of vegetative filter strips. Reliab. Eng. Syst. Saf. 204: 107083 (2020) - [j6]Mohamed Reda El Amri
Data-driven stochastic inversion via functional quantization. Stat. Comput. 30(3): 525-541 (2020)
2010 – 2019
- 2019
- [j5]Christophette Blanchet-Scalliet, Céline Helbert, Mélina Ribaud
Four algorithms to construct a sparse kriging kernel for dimensionality reduction. Comput. Stat. 34(4): 1889-1909 (2019) - 2017
- [j4]Simon Nanty, Céline Helbert, Amandine Marrel
Uncertainty quantification for functional dependent random variables. Comput. Stat. 32(2): 559-583 (2017) - [j3]François Wahl, Cécile Mercadier, Céline Helbert:
A standardized distance-based index to assess the quality of space-filling designs. Stat. Comput. 27(2): 319-329 (2017) - 2016
- [j2]Simon Nanty, Céline Helbert, Amandine Marrel
Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs. SIAM/ASA J. Uncertain. Quantification 4(1): 636-659 (2016)
2000 – 2009
- 2008
- [j1]David Ginsbourger
Discrete mixtures of kernels for Kriging-based optimization. Qual. Reliab. Eng. Int. 24(6): 681-691 (2008)
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