Clément Chevalier

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 4

Top Topics

Gaussian Random Field

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Comput. Graph. Stat.

Comput. Stat. Data Anal.

Publications

Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. Technometrics 63 (1) (2021)
Clément Chevalier, Olivia Martius, David Ginsbourger
Modeling Nonstationary Extreme Dependence With Stationary Max-Stable Processes and Multidimensional Scaling. J. Comput. Graph. Stat. 30 (3) (2021)
Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier
Nested Kriging predictions for datasets with a large number of observations. Stat. Comput. 28 (4) (2018)
Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger
Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Sébastien Marmin, Clément Chevalier, David Ginsbourger
Differentiating the Multipoint Expected Improvement for Optimal Batch Design. MOD (2015)
Clément Chevalier, Victor Picheny, David Ginsbourger
KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Comput. Stat. Data Anal. 71 (2014)
David Ginsbourger, Jean Baccou, Clément Chevalier, Frédéric Perales, Nicolas Garland, Yann Monerie
Bayesian Adaptive Reconstruction of Profile Optima and Optimizers. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set. Technometrics 56 (4) (2014)
Clément Chevalier, David Ginsbourger
Fast Computation of the Multi-Points Expected Improvement with Applications in Batch Selection. LION (2013)