ROUSTANT - Olivier
Toutes les publications (59)
| Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
|---|---|---|---|---|
| 2022
COMM |
Rodolphe Le Riche, David Gaudrie, Jhouben Cuesta-Ramirez, Sami Ben Elhaj Salah, Olivier Roustant, Victor Picheny, Nicolas Durrande, Xavier Bay, Julien Bruchon, Nicolas Moulin
A discussion of the current and potential uses of Gaussian Processes in mechanics Journée scientifique de la SF2M: matériau numérique - 2022 |
Informatique/Ingénierie, finance et science | ||
| 2022
ART |
Jhouben Cuesta-Ramirez, Rodolphe Le Riche, Olivier Roustant, Guillaume Perrin, Cedric Durantin, Alain Gliere
A comparison of mixed-variables Bayesian optimization approaches Advanced Modeling and Simulation in Engineering Sciences - 2022 |
Informatique/Modélisation et simulation | ||
| 2021
REPORT |
Olivier Roustant, Rodolphe Le Riche, Josselin Garnier, David Ginsbourger, Yves Deville, Céline Helbert, Luc Pronzato, Clémentine Prieur, Fabrice Gamboa, François Bachoc, Jeremy Rohmer, Guillaume Perrin, Amandine Marrel, Guillaume Damblin, Alain Gliere, Delphine Sinoquet, Yann Richet, Sébastien da Veiga, Frédéric Huguet
Chair in applied mathematics OQUAIDO Activity report |
Informatique/Ingénierie, finance et science | ||
| 2020
COMM |
Jhouben Janyk Cuesta Ramirez, Olivier Roustant, Alain Gliere, Rodolphe Le Riche, Cédric Durantin, Guillaume Perrin
Optimization in presence of categorical variables Journées scientifiques d'automne de la chaire OQUAIDO - 2020 |
Informatique/Ingénierie, finance et science | ||
| 2020
COMM |
Olivier Roustant, Rodolphe Le Riche
de OQUAIDO à CIROQUO -- bilan de 5 ans de la chaire OQUAIDO en mathématiques appliquées Journées scientifiques d'automne de la chaire OQUAIDO - 2020 |
Informatique/Ingénierie, finance et science | ||
| 2020
ART |
Mickaël Binois, David Ginsbourger, Olivier Roustant
On the choice of the low-dimensional domain for global optimization via random embeddings Journal of Global Optimization - 2020 |
Statistiques | ||
| 2019
COMM |
Olivier Roustant, Michel Lutz
Un exemple de compétition pédagogique en science des données Colloque francophone international sur l'enseignement de la statistique - 2019 |
Statistiques | ||
| 2019
COMM |
Jhouben Janyk Cuesta Ramirez, Olivier Roustant, Rodolphe Le Riche, Alain Gliere, Cédric Durantin, Guillaume Perrin
Inversion of a costly multivariate function in presence of categorical variables APPLIED INVERSE PROBLEMS CONFERENCE - 2019 |
Informatique/Ingénierie, finance et science | ||
| 2019
COMM |
Marie-Liesse Cauwet, Rodolphe Le Riche, Olivier Roustant
Mixed global optimization by algorithms composition: an empirical study with a focus on Bayesian approaches 30th European conference on operational research, EURO2019 - 2019 |
Informatique/Ingénierie, finance et science | ||
| 2019
UNDEFINED |
Tran Vi-Vi Élodie Perrin, Olivier Roustant, Jeremy Rohmer, Olivier Alata
Prédiction d'images par krigeage et ACP sur base d'ondelettes, avec application à un modèle d'inondation côtière |
Statistiques | ||
| 2019
UNDEFINED |
Olivier Roustant, Fabrice Gamboa, Bertrand Iooss
Sensitivity Analysis and Generalized Chaos Expansions. Lower Bounds for Sobol indices |
Maths | ||
| 2019
UNDEFINED |
Olivier Roustant, Esperan Padonou, Yves Deville, Aloïs Clément, Guillaume Perrin, Jean Giorla, Henry P. Wynn
Group kernels for Gaussian process metamodels with categorical inputs |
Maths | ||
| 2019
UNDEFINED |
Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
Sequential dimension reduction for learning features of expensive black-box functions |
Statistiques | ||
| 2019
ART |
Cécile Mercadier, Olivier Roustant
The tail dependograph Extremes - 2019 |
Maths | ||
| 2018
UNDEFINED |
Olivier Roustant
Sobol-Hoeffding decomposition: bounds and extremes |
Maths | ||
| 2018
ART |
Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant
Finite-dimensional Gaussian approximation with linear inequality constraints SIAM/ASA Journal on Uncertainty Quantification - 2018 |
Statistiques | ||
| 2018
COMM |
Andrés López-Lopera, François Bachoc, Nicolas Durrande, Jérémy Rohmer, Déborah Idier, Olivier Roustant
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing - 2018 |
Informatique Environnements Informatiques pour l'Apprentissage Humain | ||
| 2018
ART |
Jana Fruth, Olivier Roustant, Sonja Kuhnt
Support indices: Measuring the effect of input variables over their supports Reliability Engineering and System Safety - 2018 |
Informatique/Modélisation et simulation | ||
| 2018
COMM |
Olivier Roustant, Rodolphe Le Riche
The OQUAIDO research chair in a nutshell MASCOT-NUM GDR meeting - 2018 |
Informatique/Modélisation et simulation | ||
| 2017
COMM |
Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga, Olivier Roustant
Global sensitivity analysis for optimization with variable selection PGMO Days 2017 - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
ART |
Thomas Muehlenstaedt, Jana Fruth, Olivier Roustant
Computer experiments with functional inputs and scalar outputs by a norm-based approach Statistics and Computing - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
COMM |
Espéran Padonou, Olivier Roustant
Analyse de sensibilité en domaine circulaire SFdS 49èmes Journées de Statistique - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
ART |
Malek Ben Salem, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
Universal Prediction Distribution for Surrogate Models SIAM/ASA Journal on Uncertainty Quantification - 2017 |
Statistiques | ||
| 2016
ART |
Espéran Padonou, Olivier Roustant
Polar Gaussian Processes and Experimental Designs in Circular Domains SIAM/ASA Journal on Uncertainty Quantification - 2016 |
Informatique/Modélisation et simulation | ||
| 2016
COMM |
Olivier Roustant, Espéran Padonou
Kriging and Design of Experiments on Circular Domains The Fourth International Conference on the Interface between Statistics and Engineering 2016 (ICISE2016) - 2016 |
Informatique/Modélisation et simulation | ||
| 2016
COMM |
Olivier Roustant, Rodolphe Le Riche, Nicolas Durrande
Du tâtonnement aux mathématiques: la décision sous incertitudes Opening talk for the industrial chair in applied mathematics OQUAIDO - 2016 |
Informatique/Modélisation et simulation | ||
| 2016
COMM |
Olivier Roustant, Franck Barthe
Excursion in one-dimensional Poincaré inequalities for global sensitivity analysis mascot2016 : MASCOT-NUM 2016 meeting - 2016 |
Informatique/Modélisation et simulation | ||
| 2016
ART |
David Ginsbourger, Olivier Roustant, Nicolas Durrande
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling Journal of Statistical Planning and Inference - 2016 |
Informatique/Modélisation et simulation | ||
| 2016
ART |
Aude Pascaud, Stéphane Sauvage, Christian Pagé, Olivier Roustant, Anne Probst, Manuel Nicolas, Luc Croisé, Abdelkrim Mezdour, Patrice Coddeville
Composition chimique des dépôts atmosphériques à l’horizon 2020-2040 La Météorologie - 2016 |
Planetes et univers | ||
| 2016
COUV |
David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande, Nicolas Lenz
On ANOVA Decompositions of Kernels and Gaussian Random Field Paths |
Informatique/Modélisation et simulation | ||
| 2015
COMM |
Olivier Roustant
Inequality constraints, support analysis and uncertainty quantification Thematic Semester on “Monte-Carlo: propagation of uncertainty, particle methods, stochastic algorithms for Big Data” - 2015 |
Informatique/Modélisation et simulation | ||
| 2015
ART |
Mickaël Binois, Didier Rullière, Olivier Roustant
On the estimation of Pareto fronts from the point of view of copula theory Information Sciences - 2015 |
Sciences de l'homme et de la societe | ||
| 2015
ART |
Espéran Padonou, Olivier Roustant, Michel Lutz
Robust Monitoring of an Industrial IT System in the Presence of Structural Change Quality and Reliability Engineering International - 2015 |
Statistiques | ||
| 2015
OTHER |
Yves Deville, David Ginsbourger, Olivier Roustant, Nicolas Durrande
Package 'kergp’ |
Informatique/Modélisation et simulation | ||
| 2015
COMM |
Hassan Maatouk, Olivier Roustant, Yann Richet
Cross-validation estimations of hyper-parameters of Gaussian processes with inequality constraints Spatial Statistics 2015: Emerging Patterns committee - 2015 |
Statistiques | ||
| 2015
COMM |
Mickaël Binois, Didier Rullière, Olivier Roustant
Application des copules à l'estimation de fronts de Pareto 47èmes Journées de Statistique de la SFdS - 2015 |
Informatique/Modélisation et simulation | ||
| 2015
ART |
Mickaël Binois, David Ginsbourger, Olivier Roustant
Quantifying uncertainty on Pareto fronts with Gaussian Process conditional simulations European Journal of Operational Research - 2015 |
Statistiques | ||
| 2015
COMM |
Espéran Padonou, Olivier Roustant, Jakey Blue, Duverneuil Hugues
Spatial risk assessment on circular domains: Application to wafer profile monitoring 26th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - 2015 |
Informatique/Recherche opérationnelle | ||
| 2015
COMM |
Olivier Roustant, Espéran Padonou
Predicting on circular domains with Gaussian processes Predicting on circular domains with Gaussian processes - 2015 |
Informatique/Modélisation et simulation | ||
| 2015
ART |
Jana Fruth, Olivier Roustant, Sonja Kuhnt
Sequential designs for sensitivity analysis of functional inputs in computer experiments Reliability Engineering and System Safety - 2015 |
Informatique/Modélisation et simulation | ||
| 2015
COMM |
Mickaël Binois, David Ginsbourger, Olivier Roustant
A warped kernel improving robustness in Bayesian optimization via random embeddings Learning and Intelligent Optimization: 9th International Conference, LION 9. Revised Selected Papers - 2015 |
Statistiques | ||
| 2014
COMM |
Espéran Padonou, Jakey Blue, Olivier Roustant, Duverneuil Hugues
Response surface approximation for profile monitoring in circular domains 14th Annual Conference of the European Network for Business and Industrial Statistics ENBIS-14 - 2014 |
Informatique/Modélisation et simulation | ||
| 2014
COMM |
Olivier Roustant, Yves Deville
Packages (Re)Dice _ pour les computer experiments Troisièmes rencontres R - 2014 |
Informatique/Modélisation et simulation | ||
| 2014
UNDEFINED |
Jana Fruth, Olivier Roustant, Sonja Kuhnt
Sequential designs for sensitivity analysis of functional inputs in computer experiments |
Statistiques | ||
| 2013
COMM |
Michel Lutz, Espéran Padonou, Olivier Roustant
Implementing statistical methods to improve information system management in a semiconductor industry European Network for Business and Industrial Statistics (ENBIS) - 2013 |
Statistiques | ||
| 2013
COMM |
Olivier Roustant
Méthodes à noyaux basées sur des graphes pour l'approximation de fonctions numériques Séminaire ISIMA - 2013 |
Informatique/Modélisation et simulation | ||
| 2013
ART |
Michel Lutz, Xavier Boucher, Olivier Roustant
Methods and applications for IT capacity decisions: Bringing management frameworks into practice Journal of Decision Systems - 2013 |
Statistiques | ||
| 2012
COMM |
Rodolphe Le Riche, Janis Janusevskis, Ramunas Girdziusas, David Ginsbourger, Olivier Roustant, Victor Picheny
Some experiences about optimization with Gaussian processes Invited seminar at LIMOS - 2012 |
Informatique/Modélisation et simulation | ||
| 2012
ART |
Olivier Roustant, David Ginsbourger, Yves Deville
DiceKriging, DiceOptim: two R packages for the analysis of computer experiments by kriging-based metamodelling and optimization Journal of Statistical Software - 2012 |
Informatique/Modélisation et simulation | ||
| 2012
COMM |
Espéran Padonou, Olivier Roustant, Michel Lutz
Robust control chart to monitor the information system of semiconductor production plant European Network for Business and Industrial Statistics (ENBIS) - 2012 |
Statistiques | ||
| 2012
ART |
Michel Lutz, Xavier Boucher, Olivier Roustant
Information Technologies capacity planning in manufacturing systems: proposition for a modelling process and application in the semiconductor industry Computers in Industry - 2012 |
Statistiques | ||
| 2012
ART |
Michel Lutz, Xavier Boucher, Olivier Roustant, Marie-Agnès Girard
Couplage entre système de production industriel et technologies de l’information : modélisation et création de connaissance Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information - 2012 |
Statistiques | ||
| 2012
COMM |
Jana Fruth, Olivier Roustant, Sonja Kuhnt
Total Interaction Index: A Variance-based Sensitivity Index for Function Decomposition Uncertainty in Computer Models 2012 - 2012 |
Informatique/Modélisation et simulation | ||
| 2012
COMM |
Michel Lutz, Xavier Boucher, Olivier Roustant, Xavier Ambrosioni
IT capacity forecasting: statistical modelling process and applications for semiconductor industry INCOM 2012 (IFAC Symposium on Information Control Problems in Manufacturing), Bucharest, Romania - 2012 |
Statistiques | ||
| 2012
COMM |
Rodolphe Le Riche, Olivier Roustant
Sequential approaches to reliability estimation and optimization based on kriging Journées Scientifiques de l'ONERA - 2012 |
Informatique/Modélisation et simulation | ||
| 2011
COMM |
Michel Lutz, Olivier Roustant, Xavier Boucher
Using statistics to monitor and model information technologies activities: case study in a semiconductor production plant European Network for Business and Industrial Statistics (ENBIS) - 2011 |
Statistiques | ||
| 2011
ART |
Michel Lutz, Olivier Roustant, Xavier Boucher
Monitoring an industrial information system using R with holt-winters filtering and Qn robust standard deviation estimator Journal of Computer Resource Management - 2011 |
Statistiques | ||
| 2011
COMM |
Michel Lutz, Xavier Boucher, Olivier Roustant, Marie-Agnès Girard
Capacity planning of a semi-conductor manufacturing information system IESM 2011 (International Conference on Industrial Engineering and Systems Management), Metz, France - 2011 |
Sciences de l'ingenieur | ||
| 2011
COMM |
Michel Lutz, Xavier Boucher, Olivier Roustant, Marie-Agnès Girard
Capacity planning d’un système d’information industriel complexe ROADEF 2011 (Conférence de la Société Française de Recherche Opérationnelle et d'Aide à la Décision), Saint-Etienne, France - 2011 |
Sciences de l'ingenieur |