Edit Profile Roustant, Olivier Compute Distance To: Compute Author ID: roustant.olivier Published as: Roustant, O.; Roustant, Olivier Documents Indexed: 22 Publications since 2009 all top 5 Co-Authors 0 single-authored 8 Ginsbourger, David 6 Durrande, Nicolas 4 Carraro, Laurent 3 Bachoc, François 3 Binois, Mickaël 3 Fruth, Jana 3 Gamboa, Fabrice 3 Iooss, Bertrand 2 Ben Salem, Malek 2 Kuhnt, Sonja 2 López-Lopera, Andrés F. 2 Mühlenstädt, Thomas 2 Padonou, Esperan 2 Tomaso, Lionel 1 Badea, Anca 1 Barthe, Franck 1 Bay, Xavier 1 Clément, Aloïs 1 Deville, Yves 1 Dupuy, Delphine 1 Giorla, Jean 1 Idier, Déborah 1 Lenz, Nicolas 1 Mercadier, Cécile 1 Perrin, Guillaume 1 Rohmer, Jeremy 1 Rullière, Didier 1 Schuhmacher, Dominic 1 Wynn, Henry P. all top 5 Serials 5 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Statistical Planning and Inference 2 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 2 Electronic Journal of Statistics 2 Statistics and Computing 1 Information Sciences 1 Journal of Multivariate Analysis 1 Mathematics and Computers in Simulation 1 Journal of Global Optimization 1 European Journal of Operational Research 1 Extremes 1 Applied Stochastic Models in Business and Industry all top 5 Fields 17 Statistics (62-XX) 12 Probability theory and stochastic processes (60-XX) 7 Numerical analysis (65-XX) 4 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications 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 1259.49066Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L. 10 2013 Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier 8 2012 Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730Binois, M.; Ginsbourger, D.; Roustant, O. 7 2015 Data-driven kriging models based on FANOVA-decomposition. Zbl 1252.62071Muehlenstaedt, Thomas; Roustant, Olivier; Carraro, Laurent 7 2012 Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier 5 2018 On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas 5 2016 Poincaré inequalities on intervals – application to sensitivity analysis. Zbl 06790054Roustant, Olivier; Barthe, Franck; Iooss, Bertrand 4 2017 Total interaction index: a variance-based sensitivity index for second-order interaction screening. Zbl 1278.62109Fruth, J.; Roustant, O.; Kuhnt, S. 4 2014 Computer experiments with functional inputs and scalar outputs by a norm-based approach. Zbl 1384.62282Muehlenstaedt, Thomas; Fruth, Jana; Roustant, Olivier 3 2017 On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Zbl 1329.60135Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas 3 2016 Polar Gaussian processes and experimental designs in circular domains. Zbl 1354.60039Padonou, Esperan; Roustant, Olivier 2 2016 On the estimation of Pareto fronts from the point of view of copula theory. Zbl 1390.62043Binois, Mickaël; Rullière, Didier; Roustant, Olivier 2 2015 Group kernels for Gaussian process metamodels with categorical inputs. Zbl 1443.60040Roustant, 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 1437.62702Roustant, Olivier; Gamboa, Fabrice; Iooss, Bertrand 1 2020 Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105Ginsbourger, 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 1224.62149Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier 1 2009 Group kernels for Gaussian process metamodels with categorical inputs. Zbl 1443.60040Roustant, 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 1437.62702Roustant, Olivier; Gamboa, Fabrice; Iooss, Bertrand 1 2020 Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier 5 2018 Poincaré inequalities on intervals – application to sensitivity analysis. Zbl 06790054Roustant, Olivier; Barthe, Franck; Iooss, Bertrand 4 2017 Computer experiments with functional inputs and scalar outputs by a norm-based approach. Zbl 1384.62282Muehlenstaedt, Thomas; Fruth, Jana; Roustant, Olivier 3 2017 On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027Ginsbourger, 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 1329.60135Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas 3 2016 Polar Gaussian processes and experimental designs in circular domains. Zbl 1354.60039Padonou, Esperan; Roustant, Olivier 2 2016 Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730Binois, M.; Ginsbourger, D.; Roustant, O. 7 2015 On the estimation of Pareto fronts from the point of view of copula theory. Zbl 1390.62043Binois, Mickaël; Rullière, Didier; Roustant, Olivier 2 2015 Total interaction index: a variance-based sensitivity index for second-order interaction screening. Zbl 1278.62109Fruth, J.; Roustant, O.; Kuhnt, S. 4 2014 ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L. 10 2013 Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier 8 2012 Data-driven kriging models based on FANOVA-decomposition. Zbl 1252.62071Muehlenstaedt, Thomas; Roustant, Olivier; Carraro, Laurent 7 2012 Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105Ginsbourger, 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 1224.62149Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier 1 2009 all cited Publications top 5 cited Publications 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 all top 5 Cited in 27 Serials 9 SIAM/ASA Journal on Uncertainty Quantification 4 Electronic Journal of Statistics 3 Journal of Statistical Planning and Inference 3 Journal of Statistical Computation and Simulation 2 European Journal of Operational Research 2 SIAM Journal on Scientific Computing 2 Bernoulli 2 Journal of Machine Learning Research (JMLR) 1 Journal of Computational Physics 1 Information Sciences 1 Journal of Multivariate Analysis 1 Operations Research 1 SIAM Journal on Numerical Analysis 1 Statistical Science 1 Computers & Operations Research 1 Journal of Global Optimization 1 Computational Statistics 1 Applied Mathematical Modelling 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Statistical Papers 1 Annals of Mathematics and Artificial Intelligence 1 Journal of Mathematical Chemistry 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Extremes 1 Mathematical Geosciences 1 Statistics and Computing 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys all top 5 Cited in 12 Fields 34 Statistics (62-XX) 19 Probability theory and stochastic processes (60-XX) 18 Numerical analysis (65-XX) 8 Operations research, mathematical programming (90-XX) 6 Computer science (68-XX) 2 Combinatorics (05-XX) 2 Approximations and expansions (41-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year