Edit Profile (opens in new tab) Picheny, Victor Co-Author Distance Author ID: picheny.victor Published as: Picheny, Victor; Picheny, V. Documents Indexed: 23 Publications since 2010, including 7 Additional arXiv Preprints Co-Authors: 33 Co-Authors with 22 Joint Publications 636 Co-Co-Authors all top 5 Co-Authors 1 single-authored 4 Binois, Mickaël 4 Ginsbourger, David 4 Le Riche, Rodolphe 3 Habbal, Abderrahmane 2 Artemev, Artem 2 Enaux, Benoit 2 Gaudrie, David 2 Herbert, Vincent 1 Baccou, Jean 1 Bachoc, François 1 Bect, Julien 1 Buslig, Léticia 1 Casadebaig, Pierre 1 Champion, Magali 1 Chevalier, Clément 1 Diouane, Youssef 1 Durrande, Nicolas 1 Dutordoir, Vincent 1 Haftka, Raphael T. 1 Helbert, Céline 1 Jalali, Hamed 1 Kim, Nam Ho 1 Labopin-Richard, Tatiana 1 Li, Ling 1 Poublan, Bastien 1 Scotto Di Perrotolo, Alexandre 1 Servien, Rémi 1 Taillandier, Patrick 1 Trépos, Ronan 1 Vakili, Sattar 1 Van Nieuwenhuyse, Inneke 1 Vignes, Matthieu 1 Villa-Vialaneix, Nathalie all top 5 Serials 4 Statistics and Computing 3 Journal of Global Optimization 2 Computational Statistics and Data Analysis 1 European Journal of Operational Research 1 Statistica Sinica 1 Annals of Mathematics and Artificial Intelligence 1 Journal of Machine Learning Research (JMLR) 1 Structural and Multidisciplinary Optimization 1 Mathematical Geosciences 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Fields 13 Statistics (62-XX) 7 Operations research, mathematical programming (90-XX) 4 Probability theory and stochastic processes (60-XX) 3 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 13 Publications have been cited 133 times in 103 Documents Cited by ▼ Year ▼ Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081 Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor 62 2012 Comparison of Kriging-based algorithms for simulation optimization with heterogeneous noise. Zbl 1403.90553 Jalali, Hamed; van Nieuwenhuyse, Inneke; Picheny, Victor 15 2017 Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. Zbl 1331.90102 Picheny, Victor 14 2015 KrigInv: an efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Zbl 1471.62043 Chevalier, Clément; Picheny, Victor; Ginsbourger, David 10 2014 A nonstationary space-time Gaussian process model for partially converged simulations. Zbl 1291.60075 Picheny, Victor; Ginsbourger, David 8 2013 Interpretable sparse SIR for functional data. Zbl 1430.62079 Picheny, Victor; Servien, Rémi; Villa-Vialaneix, Nathalie 5 2019 Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Zbl 1471.62161 Picheny, Victor; Ginsbourger, David 5 2014 A Bayesian optimization approach to find Nash equilibria. Zbl 1410.91030 Picheny, Victor; Binois, Mickael; Habbal, Abderrahmane 3 2019 Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions. Zbl 1432.90138 Gaudrie, David; Le Riche, Rodolphe; Picheny, Victor; Enaux, Benoît; Herbert, Vincent 3 2020 Application of bootstrap method in conservative estimation of reliability with limited samples. Zbl 1274.62677 Picheny, Victor; Kim, Nam Ho; Haftka, Raphael T. 3 2010 Sequential design of experiments for estimating quantiles of black-box functions. Zbl 1390.62161 Labopin-Richard, T.; Picheny, V. 2 2018 Gaussian process optimization with failures: classification and convergence proof. Zbl 1472.60062 Bachoc, François; Helbert, Céline; Picheny, Victor 2 2020 TREGO: a trust-region framework for efficient global optimization. Zbl 1518.90075 Diouane, Youssef; Picheny, Victor; Le Riche, Rodolphe; Scotto Di Perrotolo, Alexandre 1 2023 TREGO: a trust-region framework for efficient global optimization. Zbl 1518.90075 Diouane, Youssef; Picheny, Victor; Le Riche, Rodolphe; Scotto Di Perrotolo, Alexandre 1 2023 Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions. Zbl 1432.90138 Gaudrie, David; Le Riche, Rodolphe; Picheny, Victor; Enaux, Benoît; Herbert, Vincent 3 2020 Gaussian process optimization with failures: classification and convergence proof. Zbl 1472.60062 Bachoc, François; Helbert, Céline; Picheny, Victor 2 2020 Interpretable sparse SIR for functional data. Zbl 1430.62079 Picheny, Victor; Servien, Rémi; Villa-Vialaneix, Nathalie 5 2019 A Bayesian optimization approach to find Nash equilibria. Zbl 1410.91030 Picheny, Victor; Binois, Mickael; Habbal, Abderrahmane 3 2019 Sequential design of experiments for estimating quantiles of black-box functions. Zbl 1390.62161 Labopin-Richard, T.; Picheny, V. 2 2018 Comparison of Kriging-based algorithms for simulation optimization with heterogeneous noise. Zbl 1403.90553 Jalali, Hamed; van Nieuwenhuyse, Inneke; Picheny, Victor 15 2017 Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. Zbl 1331.90102 Picheny, Victor 14 2015 KrigInv: an efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Zbl 1471.62043 Chevalier, Clément; Picheny, Victor; Ginsbourger, David 10 2014 Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Zbl 1471.62161 Picheny, Victor; Ginsbourger, David 5 2014 A nonstationary space-time Gaussian process model for partially converged simulations. Zbl 1291.60075 Picheny, Victor; Ginsbourger, David 8 2013 Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081 Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor 62 2012 Application of bootstrap method in conservative estimation of reliability with limited samples. Zbl 1274.62677 Picheny, Victor; Kim, Nam Ho; Haftka, Raphael T. 3 2010 all cited Publications top 5 cited Publications all top 5 Cited by 259 Authors 9 Ginsbourger, David 8 Picheny, Victor 6 Binois, Mickaël 6 Ludkovski, Michael 5 Gamboa, Fabrice 5 Gramacy, Robert B. 4 Bect, Julien 4 Helbert, Céline 3 Bachoc, François 3 Garnier, Josselin 3 Marque-Pucheu, Sophie 3 Munoz Zuniga, Miguel 3 Ng, Szu Hui 3 Perrin, Guillaume 3 Prieur, Clémentine 3 Roustant, Olivier 3 Sinoquet, Delphine 3 Van Nieuwenhuyse, Inneke 3 Wang, Songhao 2 Azzimonti, Dario 2 Barbillon, Pierre 2 Ben Salem, Malek 2 Blanquero, Rafael 2 Carrizosa, Emilio 2 Chevalier, Clément 2 El Amri, Mohamed Reda 2 Garivier, Aurélien 2 Habbal, Abderrahmane 2 Iooss, Bertrand 2 Jalali, Hamed 2 Labopin-Richard, Tatiana 2 Le Riche, Rodolphe 2 Lee, Ikjin 2 Li, Jinglai 2 Nowak, Wolfgang 2 Risk, Jimmy 2 Rojas-Gonzalez, Sebastian 2 Sinsbeck, Michael 2 Tomaso, Lionel 2 Travelletti, Cédric 2 Vazquez, Emmanuel 2 Žilinskas, Antanas 1 Abraham, Christophe 1 Afsar, Bekir 1 Agrell, Christian 1 Archetti, Francesco 1 Arnaud, Aurélie 1 Asher, Taylor G. 1 Ashwin Renganathan, S. 1 Aubert, Stéphane 1 Auffray, Yves 1 Baccou, Jean 1 Bacro, Jean-Noël 1 Baker, Evan 1 Bakshy, Eytan 1 Balasubramanian, Krishnakumar 1 Balesdent, Mathieu 1 Baragatti, Meïli 1 Bardsley, Johnathan M. 1 Baronas, Romas 1 Baroth, Julien 1 Bay, Xavier 1 Belakaria, Syrine 1 Bernard, Lucie 1 Billor, Nedret 1 Bilskie, Matthew V. 1 Borgonovo, Emanuele 1 Borovitskiĭ, Vyacheslav A. 1 Bousquet, Nicolas 1 Branke, Jürgen 1 Brehmer, Johann 1 Brevault, Loïc 1 Briffaut, M. 1 Cai, Xin 1 Calvin, James M. 1 Candelieri, Antonio 1 Carraro, Laurent 1 Challenor, Peter G. 1 Chen, Xi 1 Chung, Matthias 1 Cooke, Emily 1 Cranmer, Kyle 1 Cui, Yi 1 Defaux, Gilles 1 Deisenroth, Marc Peter 1 Demo, Nicola 1 Deshwal, Aryan 1 Diazdelao, F. A. 1 Diouane, Youssef 1 Doppa, Janardhan Rao 1 Ducros, Frédéric 1 Dufour, Frédéric 1 Duhamel, Clément 1 Dupuy, Jean-François 1 Eidsvik, Jo 1 Emmerich, Michael T. M. 1 Enaux, Benoit 1 Fadikar, Arindam 1 Feliot, Paul 1 Filzmoser, Peter ...and 159 more Authors all top 5 Cited in 42 Serials 12 Journal of Global Optimization 11 SIAM/ASA Journal on Uncertainty Quantification 7 Journal of Computational Physics 5 European Journal of Operational Research 5 Statistics and Computing 4 Computational Statistics and Data Analysis 4 Journal of Computational and Graphical Statistics 3 Operations Research 3 Computers & Operations Research 3 Applied Mathematical Modelling 3 Bayesian Analysis 2 Computational Statistics 2 Journal of Statistical Computation and Simulation 2 SIAM Journal on Scientific Computing 2 The Journal of Artificial Intelligence Research (JAIR) 2 INFORMS Journal on Computing 2 Journal of Machine Learning Research (JMLR) 2 Structural and Multidisciplinary Optimization 2 Journal of Statistical Theory and Practice 2 The Annals of Applied Statistics 2 SIAM Journal on Financial Mathematics 1 Acta Mechanica 1 The American Statistician 1 Computers and Fluids 1 International Journal for Numerical Methods in Engineering 1 Physica D 1 Statistical Science 1 Journal of Scientific Computing 1 Communications in Statistics. Simulation and Computation 1 Proceedings of the National Academy of Sciences of the United States of America 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Computational and Applied Mathematics 1 Annals of Mathematics and Artificial Intelligence 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Optimization and Engineering 1 Nonlinear Analysis. Modelling and Control 1 ASTIN Bulletin 1 Optimization Letters 1 Journal of Mathematics in Industry 1 Dependence Modeling 1 SMAI Journal of Computational Mathematics all top 5 Cited in 17 Fields 68 Statistics (62-XX) 38 Operations research, mathematical programming (90-XX) 26 Probability theory and stochastic processes (60-XX) 18 Numerical analysis (65-XX) 8 Computer science (68-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Geophysics (86-XX) 3 Biology and other natural sciences (92-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Mechanics of deformable solids (74-XX) 1 General and overarching topics; collections (00-XX) 1 Special functions (33-XX) 1 Fluid mechanics (76-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year