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Roustant, Olivier

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Author ID: roustant.olivier Recent zbMATH articles by "Roustant, Olivier"
Published as: Roustant, O.; Roustant, Olivier
Documents Indexed: 22 Publications since 2009

Publications by Year

Citations contained in zbMATH

16 Publications have been cited 64 times in 48 Documents Cited by Year
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066
Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L.
10
2013
Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068
Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier
8
2012
Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730
Binois, M.; Ginsbourger, D.; Roustant, O.
7
2015
Data-driven kriging models based on FANOVA-decomposition. Zbl 1252.62071
Muehlenstaedt, Thomas; Roustant, Olivier; Carraro, Laurent
7
2012
Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier
5
2018
On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027
Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas
5
2016
Poincaré inequalities on intervals – application to sensitivity analysis. Zbl 06790054
Roustant, Olivier; Barthe, Franck; Iooss, Bertrand
4
2017
Total interaction index: a variance-based sensitivity index for second-order interaction screening. Zbl 1278.62109
Fruth, J.; Roustant, O.; Kuhnt, S.
4
2014
Computer experiments with functional inputs and scalar outputs by a norm-based approach. Zbl 1384.62282
Muehlenstaedt, Thomas; Fruth, Jana; Roustant, Olivier
3
2017
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Zbl 1329.60135
Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas
3
2016
Polar Gaussian processes and experimental designs in circular domains. Zbl 1354.60039
Padonou, Esperan; Roustant, Olivier
2
2016
On the estimation of Pareto fronts from the point of view of copula theory. Zbl 1390.62043
Binois, Mickaël; Rullière, Didier; Roustant, Olivier
2
2015
Group kernels for Gaussian process metamodels with categorical inputs. Zbl 1443.60040
Roustant, Olivier; Padonou, Espéran; Deville, Yves; Clément, Aloïs; Perrin, Guillaume; Giorla, Jean; Wynn, Henry
1
2020
Parseval inequalities and lower bounds for variance-based sensitivity indices. Zbl 1437.62702
Roustant, Olivier; Gamboa, Fabrice; Iooss, Bertrand
1
2020
Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105
Ginsbourger, David; Bay, Xavier; Roustant, Olivier; Carraro, Laurent
1
2012
A note on the choice and the estimation of kriging models for the analysis of deterministic computer experiments. Zbl 1224.62149
Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier
1
2009
Group kernels for Gaussian process metamodels with categorical inputs. Zbl 1443.60040
Roustant, Olivier; Padonou, Espéran; Deville, Yves; Clément, Aloïs; Perrin, Guillaume; Giorla, Jean; Wynn, Henry
1
2020
Parseval inequalities and lower bounds for variance-based sensitivity indices. Zbl 1437.62702
Roustant, Olivier; Gamboa, Fabrice; Iooss, Bertrand
1
2020
Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier
5
2018
Poincaré inequalities on intervals – application to sensitivity analysis. Zbl 06790054
Roustant, Olivier; Barthe, Franck; Iooss, Bertrand
4
2017
Computer experiments with functional inputs and scalar outputs by a norm-based approach. Zbl 1384.62282
Muehlenstaedt, Thomas; Fruth, Jana; Roustant, Olivier
3
2017
On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027
Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas
5
2016
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Zbl 1329.60135
Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas
3
2016
Polar Gaussian processes and experimental designs in circular domains. Zbl 1354.60039
Padonou, Esperan; Roustant, Olivier
2
2016
Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730
Binois, M.; Ginsbourger, D.; Roustant, O.
7
2015
On the estimation of Pareto fronts from the point of view of copula theory. Zbl 1390.62043
Binois, Mickaël; Rullière, Didier; Roustant, Olivier
2
2015
Total interaction index: a variance-based sensitivity index for second-order interaction screening. Zbl 1278.62109
Fruth, J.; Roustant, O.; Kuhnt, S.
4
2014
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066
Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L.
10
2013
Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068
Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier
8
2012
Data-driven kriging models based on FANOVA-decomposition. Zbl 1252.62071
Muehlenstaedt, Thomas; Roustant, Olivier; Carraro, Laurent
7
2012
Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105
Ginsbourger, David; Bay, Xavier; Roustant, Olivier; Carraro, Laurent
1
2012
A note on the choice and the estimation of kriging models for the analysis of deterministic computer experiments. Zbl 1224.62149
Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier
1
2009
all top 5

Cited by 101 Authors

13 Roustant, Olivier
10 Ginsbourger, David
7 Bachoc, François
5 Durrande, Nicolas
4 Binois, Mickaël
2 Bect, Julien
2 Chevalier, Clément
2 Gamboa, Fabrice
2 Helbert, Céline
2 Lagnoux, Agnès
2 López-Lopera, Andrés F.
2 Marrel, Amandine
2 Picheny, Victor
2 Prieur, Clémentine
2 Rullière, Didier
1 Ahmadi, Ali Akbar
1 Azzimonti, Dario
1 Baccou, Jean
1 Ben Salem, Malek
1 Benetto, E.
1 Bessac, Julie
1 Bevilacqua, Moreno
1 Bilionis, Ilias
1 Blanchet-Scalliet, Christophette
1 Borgonovo, Emanuele
1 Capitanescu, Florin
1 Carraro, Laurent
1 Chastaing, Gaelle
1 Constantine, Paul G.
1 Constantinescu, Emil M.
1 da Veiga, Sébastien
1 De Lozzo, Matthias
1 Di Bernardino, Elena
1 Diaz, Juan Esteban
1 Emery, Xavier
1 Enaux, Benoit
1 Ernst, Marie
1 Fedou, Jean-Marc
1 Fruth, Jana
1 Gaudrie, David
1 Gonzalez, Marcial
1 Habbal, Abderrahmane
1 Handl, Julia
1 Hart, Joseph L.
1 Hensman, James
1 Herbert, Vincent
1 Huet, Sylvie
1 Idier, Déborah
1 Iooss, Bertrand
1 Karniadakis, George Em
1 Kuhnt, Sonja
1 Lamboni, Matieyendou
1 Le Gratiet, Loic
1 Le Riche, Rodolphe
1 Lenz, Nicolas
1 Li, Genyuan
1 Liandrat, Jacques
1 Loubes, Jean-Michel
1 Lu, Xuefei
1 Marmin, Sébastien
1 Marvuglia, A.
1 Marzouk, Youssef M.
1 Mercadier, Cécile
1 Mühlenstädt, Thomas
1 Nanty, Simon
1 Ortner, Michael
1 Owen, Art B.
1 Padonou, Esperan
1 Panin, Ivan A.
1 Perdikaris, Paris G.
1 Pérot, Nadia
1 Pilz, Jürgen
1 Pronzato, Luc
1 Rabitz, Herschel A.
1 Reinert, Gesine D.
1 Rendas, Maria João
1 Ribaud, Mélina
1 Rohmer, Jeremy
1 Rosasco, Lorenzo A.
1 Rudi, Alessandro
1 Schuhmacher, Dominic
1 Solin, Arno
1 Spokoiny, Vladimir G.
1 Stein, Michael L.
1 Suvorikova, Alexandra
1 Swan, Yvik C.
1 Taillandier, Patrick
1 Tan, Matthias Hwai Yong
1 Taupin, Marie-Luce
1 Tiruta-Barna, L.
1 Tomaso, Lionel
1 Tripathy, Rohit K.
1 Velandia, Daira
1 Venturi, Daniele
1 Vial, Céline
1 Vollert, Natalie
1 Welsh, William J.
1 Xing, Xi
1 Xu, Dongling
1 Zahm, Olivier
...and 1 more Authors

Citations by Year