Clément Chevalier

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

The Multi-points Expected Improvement criterion or

Corrected kriging update formulae for batch-sequential data assimilation

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Estimating and Quantifying Uncertainties on Level Sets Using the Vorob’ev Expectation and Deviation with Gaussian Process Models

-EI has recently been studied in batch-sequential Bayesian Optimization. This paper deals with a new way of computing

Clustering of Regional-Scale Extreme Precipitation Events in Southern Switzerland

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Design of Computer Experiments Using Competing Distances Between Set-Valued Inputs

-EI, without using Monte-Carlo simulations, through a closed-form formula. The latter allows a very fast computation of