Publication list(s)
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publicationslist.org |
CV HAL |
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arXiv
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Some recent articles
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods
w/ Subhasish Basak & Emmanuel Vazquez
♣ Preprint [hal-03591555]
Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method
w/ Bruno Barracosa, Héloïse Dutrieux Baraffe, Juliette Morin, Josselin Fournel & Emmanuel Vazquez
♣ In preparation
♣ Talk given by B. Barracosa at the SIAM CSE 2021 conference [slides]
♣ Talk given by B. Barracosa at the MASCOT-NUM workshop on Stochastic Simulators [slides]
Gaussian process interpolation:
The choice of the family of models is more important than that of the selection criterion
w/ Sébastien Petit, Paul Feliot & Emmanuel Vazquez
♣ Preprint [hal-03285513]
Numerical issues in maximum likelihood parameter estimation
for Gaussian process interpolation
w/ Subhasish Basak, Sébastien Petit & Emmanuel Vazquez
♣ Postprint [hal-03119528]
♣ Talk given by S. Basak at the DCE reading group (Alan Turing Institute) [slides]
♣ In: Machine Learning, Optimization, and Data Science. LOD 2021 [DOI:10.1007/978-3-030-95470-3_9]
Sequential design of multi-fidelity computer experiments:
Maximizing the rate of stepwise uncertainty reduction
w/ Rémi Stroh, Séverine Demeyer, Nicolas Fischer & Emmanuel Vazquez
♣ Postprint [PDF]
♣ Technometrics, in press [DOI:10.1080/00401706.2021.1935324]
Adaptive design of experiments
for conservative estimation of excursion sets
w/ Dario Azzimonti, David Ginsbourger, Clément Chevalier & Yann Richet
♣ Postprint [hal-01379642]
♣ Technometrics, 63(1):13–26, 2021 [DOI:10.1080/00401706.2019.1693427]
On the quantification of
discretization uncertainty: Comparison of two paradigms
w/ Souleymane Zio, Guillaume Perrin, Claire Cannamela & Emmanuel Vazquez
♣ 14th WCCM-ECCOMAS Congress 2020 [DOI:10.23967/wccm-eccomas.2020.260]
A supermartingale approach
to Gaussian process based sequential design of experiments
w/ François Bachoc & David Ginsbourger
♣ Postprint [hal-01351088]
♣ Bernoulli, 25(4A):2883–2919, 2019. [DOI:10.3150/18-BEJ1074]
