Céline Helbert

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 11

Top Topics

Metropolis Hastings

Gaussian Process

Conditional Distributions

Robust Optimization

Top Venues

SIAM/ASA J. Uncertain. Quantification

Reliab. Eng. Syst. Saf.

Publications

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) (2023)
Christophette Blanchet-Scalliet, Bruno Demory, Thierry Gonon, Céline Helbert
Gaussian Process Regression on Nested Spaces. SIAM/ASA J. Uncertain. Quantification 11 (2) (2023)
Mohamed Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet
A sampling criterion for constrained Bayesian optimization with uncertainties. CoRR (2021)
Mohamed Reda El Amri, Céline Helbert, Olivier Lepreux, Miguel Munoz Zuniga, Clémentine Prieur, Delphine Sinoquet
Data-driven stochastic inversion via functional quantization. Stat. Comput. 30 (3) (2020)
François Bachoc, Céline Helbert, Victor Picheny
Gaussian process optimization with failures: classification and convergence proof. J. Glob. Optim. 78 (3) (2020)
Claire Lauvernet, Céline Helbert
Metamodeling methods that incorporate qualitative variables for improved design of vegetative filter strips. Reliab. Eng. Syst. Saf. 204 (2020)
Mélina Ribaud, Christophette Blanchet-Scalliet, Céline Helbert, Frédéric Gillot
Robust optimization: A kriging-based multi-objective optimization approach. Reliab. Eng. Syst. Saf. 200 (2020)
Christophette Blanchet-Scalliet, Céline Helbert, Mélina Ribaud, Céline Vial
Four algorithms to construct a sparse kriging kernel for dimensionality reduction. Comput. Stat. 34 (4) (2019)
François Wahl, Cécile Mercadier, Céline Helbert
A standardized distance-based index to assess the quality of space-filling designs. Stat. Comput. 27 (2) (2017)
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
Uncertainty quantification for functional dependent random variables. Comput. Stat. 32 (2) (2017)
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
David Ginsbourger, Céline Helbert, Laurent Carraro
Discrete mixtures of kernels for Kriging-based optimization. Qual. Reliab. Eng. Int. 24 (6) (2008)