ROUSTANT - Olivier

All publications(55)
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 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
Maths
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
Maths
2019
UNDEFINED
Tran Vi-Vi Élodie Perrin, Olivier Roustant, Jérémy Rohmer, Olivier Alata
Prédiction d'images par krigeage et ACP sur base d'ondelettes, avec application à un modèle d'inondation côtière
Maths
2019
UNDEFINED
Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC
Informatique Environnements Informatiques pour l'Apprentissage Humain
2019
UNDEFINED
Olivier Roustant, Esperan Padonou, Yves Deville, Aloïs Clément, Guillaume Perrin, Jean Giorla, Henry 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
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
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
UNDEFINED
Mickaël Binois, David Ginsbourger, Olivier Roustant
On the choice of the low-dimensional domain for global optimization via random embeddings
Maths
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
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
Maths
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, 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
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
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, Franck Barthe
Excursion in one-dimensional Poincaré inequalities for global sensitivity analysis
mascot2016 : MASCOT-NUM 2016 meeting - 2016
Informatique/Modélisation et simulation
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
Maths
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
Informatique/Modélisation et simulation
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 conference 2015 - 2015
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
Maths
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
Maths
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/Informatique mobile
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
Maths
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
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 - 2014
Statistiques
2014
UNDEFINED
Jana Fruth, Olivier Roustant, Sonja Kuhnt
Sequential designs for sensitivity analysis of functional inputs in computer experiments
Statistiques
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
Sciences de l'ingenieur
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
Informatique/Modélisation et simulation
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
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
Sciences de l'ingenieur
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, 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
Sciences de l'ingenieur
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
Sciences de l'ingenieur
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
Sciences de l'ingenieur
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