Clément Chevalier

According to our database, Clément Chevalier authored at least 9 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets.

Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet

Technometrics, 2021

Modeling Nonstationary Extreme Dependence With Stationary Max-Stable Processes and Multidimensional Scaling.

Clément Chevalier, Olivia Martius, David Ginsbourger

J. Comput. Graph. Stat., 2021

2018

Nested Kriging predictions for datasets with a large number of observations.

Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier

Stat. Comput., 2018

2016

Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior.

Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger

SIAM/ASA J. Uncertain. Quantification, 2016

2015

Differentiating the Multipoint Expected Improvement for Optimal Batch Design.

Sébastien Marmin, Clément Chevalier, David Ginsbourger

Proceedings of the Machine Learning, Optimization, and Big Data, 2015

2014

Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set.

Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet

Technometrics, 2014

Bayesian Adaptive Reconstruction of Profile Optima and Optimizers.

David Ginsbourger, Jean Baccou, Clément Chevalier, Frédéric Perales, Nicolas Garland, Yann Monerie

SIAM/ASA J. Uncertain. Quantification, 2014

KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging.

Clément Chevalier, Victor Picheny, David Ginsbourger

Comput. Stat. Data Anal., 2014

2013

Fast Computation of the Multi-Points Expected Improvement with Applications in Batch Selection.

Clément Chevalier, David Ginsbourger

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013