LIMOS - Annuaire

LE RICHE - Rodolphe

Toutes les publications (164)

Date/Type	Titre/URL/journal	Domaines

2025 ART	Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret A survey on multi-fidelity surrogates for simulators with functional outputs: Unified framework and benchmark Computer Methods in Applied Mechanics and Engineering - 2025	Informatique/Modélisation et simulation
2024 COMM	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane Optimization and metamodeling of functions defined over clouds of points workshop SAMOURAI - 2024	Informatique/Recherche opérationnelle
2024 UNDEFINED	Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark	Sciences de l'ingenieur
2024 ART	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane Wasserstein-Based Evolutionary Operators for Optimizing Sets of Points: Application to Wind-Farm Layout Design Applied Sciences - 2024	Informatique/Recherche opérationnelle
2024 ART	Olivier Boissier, Sandrine Berger-Douce, Rodolphe Le Riche, Florent Breuil L'Institut Henri Fayol MINES, La Revue des Ingénieurs, Paris - Saint-Etienne - Nancy - 2024	Informatique/Modélisation et simulation
2024 ART	Guillaume Perrin, Rodolphe Le Riche Bayesian optimization with derivatives acceleration Transactions on Machine Learning Research Journal - 2024	Informatique/Recherche opérationnelle
2024 COMM	Guillaume Perrin, Rodolphe Le Riche Bayesian optimization with derivatives acceleration Workshop on Bayesian optimization & related topics - 2024	Informatique/Recherche opérationnelle
2024 COMM	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane Optimization of functions defined over sets of points in polygons with evolutionary algorithms based on Wasserstein barycenters FGS Conference on Optimization 2024 : French German Spanish conference on optimization - 2024	Informatique/Modélisation et simulation
2024 COMM	Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret Uncertainty quantification oriented active learning for surrogates of simulators with functional outputs 9th european congress on computational methods in applied sciences and engineering (ECCOMAS 2024) - 2024	Informatique/Modélisation et simulation
2024 COMM	Sami Ben Elhaj Salah, Rodolphe Le Riche, Julien Bruchon, Nicolas Moulin Génération de champs aléatoires de perméabilité pour les composites par méthodes à noyaux 16ème Colloque National en Calcul de Structures (CSMA 2024) - 2024	Sciences de l'ingenieur
2024 POSTER	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane Clouds of points optimization in convex polygons with evolutionary algorithms based on Wasserstein barycenters	Statistiques
2024 COMM	Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet Augmented Quantization: a General Approach to Mixture Models UQ 2024 - SIAM Conference on Uncertainty Quantification - 2024	Statistiques
2024 COMM	David Gaudrie, Rodolphe Le Riche, Tanguy Appriou An Empirical Case of Gaussian Processes Learning in High Dimension: the Likelihood versus Leave-One-Out Rivalry SIAM Conference on Uncertainty Quantification (UQ24) - 2024	Informatique/Intelligence artificielle
2024 COMM	Céline Helbert, Reda El Amri, Rodolphe Le Riche, Christophette Blanchet-Scalliet, Sébastien da Veiga EFISUR A sampling criterion for constrained bayesian optimization with uncertainties SIAM UQ - 2024	Maths
2024 REPORT	Christophette Blanchet-Scalliet, Céline Helbert, Delphine Sinoquet, Miguel Munoz Munoz Zuniga, Rodolphe Le Riche, Didier Rullière, Clémentine Prieur, Olivier Zahm, Josselin Garnier, Dimo Brockhoff, Olivier Roustant, François Bachoc, Luc Pronzato, Yann Richet, Jérémy Rohmer, Frédéric Huguet, David Gaudrie, Amandine Marrel, Baptiste Kerleguer, Thomas Perrillat-Bottonet, Cedric Durantin Activity report ciroquo research & industry consortium	Sciences de l'ingenieur
2023 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Modeling and Optimization with Gaussian Processes in Reduced Eigenbases Machine Learning, Optimization and Manifolds (MLOMA) - 2023	Informatique/Recherche opérationnelle
2023 ART	Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet, Sébastien da Veiga A sampling criterion for constrained Bayesian optimization with uncertainties SMAI Journal of Computational Mathematics - 2023	Informatique/Modélisation et simulation
2023 COMM	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Merlin Keller, Sanaa Zannane Wasserstein Barycenter-based Evolutionary Algorithm for the optimization of sets of points PGMO DAYS 2023 - 2023	Informatique/Modélisation et simulation
2023 POSTER	Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret A review of multi-fidelity surrogate models for high dimensional field outputs	Informatique/Modélisation et simulation
2023 COMM	Victor Charpenay, Rodolphe Le Riche How Many Dimensions for your Latent Model? A Cross-Domain Perspective Data&IA@IMT webinar - 2023	Maths
2023 UNDEFINED	Charlie Sire, Didier Rullière, Rodolphe Le Riche, Jérémy Rohmer, Lucie Pheulpin, Yann Richet Augmented quantization: a general approach to mixture models	Maths
2023 UNDEFINED	Charlie Sire, Yann Richet, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations	Statistiques
2023 COMM	Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche Multiobjective optimization with a quadratic surrogate-assisted CMA-ES GECCO 2023 - Genetic and Evolutionary Computation Conference - 2023	Maths
2023 LECTURE	Rodolphe Le Riche Bayesian and evolutionary optimization: searching from both sides	Informatique/Recherche opérationnelle
2023 ART	Julien Pelamatti, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet Coupling and selecting constraints in Bayesian optimization under uncertainties Optimization and Engineering - 2023	Informatique/Modélisation et simulation
2023 ART	Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, François-Xavier Irisarri, Jean-François Maire, Sebastien da Veiga, Rodolphe Le Riche Sequential calibration of material constitutive model using mixed-effects calibration Mechanics & Industry - 2023	Sciences de l'ingenieur
2023 COMM	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Sanaa Zannane, Merlin Keller LEARNING FUNCTIONS DEFINED OVER SETS OF VECTORS WITH KERNEL METHODS 5 th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2023) - 2023	Informatique/Modélisation et simulation
2023 ART	Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet Quantizing rare random maps: application to flooding visualization Journal of Computational and Graphical Statistics - 2023	Statistiques
2023 COMM	Didier Rullière, Rodolphe Le Riche On Gaussian Processes for Spatial Modeling and Optimization Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks (ORAIN 2023) - 2023	Maths
2023 COMM	Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet Augmented quantization : a general approach to mixture models MASCOT-NUM2023 - 2023	Statistiques
2023 POSTER	Babacar Sow, Rodolphe Le Riche, Sanaa Zannane, Merlin Keller, Julien Pelamatti Cloud of points as discrete measures for Gaussian models and stochastic optimization	Statistiques
2022 COMM	Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, François-Xavier Irisarri, Jean-François Maire, Sebastien da Veiga, Rodolphe Le Riche Sequential calibration of material model using mixed-effects 25ème Congrès Français de Mécanique - 2022	Informatique/Modélisation et simulation
2022 COMM	Rodolphe Le Riche Optimization for quantitative decisions: a versatile multi-tasker or an utopia? Ecole d'Ete en Intelligence Artificielle (EEIA 2022) - 2022	Sciences de l'homme et de la societe
2022 POSTER	Babacar Sow, Rodolphe Le Riche, Julien Pelamatti, Sanaa Zannane, Merlin Keller Gaussian Processes Indexed by Clouds of Points: a study Babacar SOW (EMSE, LIMOS), Rodolphe LE RICHE (CNRS, LIMOS)	Informatique/Modélisation et simulation
2022 COMM	Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet Quantization applied to the visualization of low-probability flooding events The 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022) - 2022	Informatique/Modélisation et simulation
2022 COMM	Rodolphe Le Riche, David Gaudrie, Victor Picheny, Youssef Diouane, Adrien Spagnol, Sébastien da Veiga Which Gaussian Process for Bayesian Optimization ? 2022 Optimization Days - 2022	Informatique/Ingénierie, finance et science
2022 COMM	Rodolphe Le Riche De l'optimisation à l'IA pour l'identification : un voyage à travers les small data Modélisation et simulation numérique des matériaux - 2022	Informatique/Ingénierie, finance et science
2022 COMM	Julien Pelamatti, Mohamed Reda El Amri, Rodolphe Le Riche, Christophette Blanchet-Scalliet, Céline Helbert Sampling Criteria for Constrained Bayesian Optimization under Uncertainty Hybrid Conference: 2022 SIAM Conference on Uncertainty Quantification - 2022	Informatique/Modélisation et simulation
2022 COMM	Charlie Sire, Yann Richet, Lucie Pheulpin, Jérémy Rohmer, Rodolphe Le Riche, Didier Rullière Robust inversion under uncertainty for flooding risk analysis SIAM Conference on Uncertainty Quantification (UQ22) - 2022	Sciences de l'ingenieur
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, O 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
2022 ART	Youssef Diouane, Victor Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo TREGO: a Trust-Region Framework for Efficient Global Optimization Journal of Global Optimization - 2022	Informatique/Ingénierie, finance et science
2021 LECTURE	Rodolphe Le Riche, Charlie Sire Introduction to Global Optimization	Informatique/Ingénierie, finance et science
2021 LECTURE	Rodolphe Le Riche, Dédji Brian Whannou, Espéran Padonou An introduction to optimization for machine learning	Informatique/Intelligence artificielle
2021 ART	Rodolphe Le Riche, Victor Picheny Revisiting Bayesian Optimization in the light of the COCO benchmark Structural and Multidisciplinary Optimization - 2021	Informatique/Ingénierie, finance et science
2021 COMM	Charlie Sire, Yann Richet, Jeremy Rohmer, Rodolphe Le Riche, Didier Rullière, Lucie Pheulpin Robust inversion for risk analysis – application to the failure of defences against floodin 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021	Informatique/Modélisation et simulation
2021 COMM	Reda El Amri, Julien Pelamatti, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet Coupling constraints in Bayesian optimization with uncertainties 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021	Informatique/Modélisation et simulation
2021 COMM	Clément Laboulfie, Mathieu Balesdent, Loïc Brevault, Sebastien da Veiga, François-Xavier Irisarri, Rodolphe Le Riche, Jean-François Maire Calibration of material model using mixed-effects models 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021) - 2021	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
2021 COMM	Charlie Sire, Rodolphe Le Riche, Didier Rulliere, Lucie Pheulpin, Yann Richet Robust inversion under uncertainty for risk analysis – application to the failure of defences against flooding MASCOT 21 Meeting, GDR - 2021	Maths
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/Mathématique discrète
2020 COMM	Julien Pelamatti, Rodolphe Le Riche, Celine Helbert, Christophette Blanchet-Scalliet Coupling constraints in Bayesian optimization with uncertainties 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 COMM	Rodolphe Le Riche, Adrien Spagnol, David Gaudrie, Sébastien da Veiga, Victor Picheny Reducing dimension in Bayesian Optimization LIMOS internal seminar - 2020	Informatique/Ingénierie, finance et science
2020 ART	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Modeling and Optimization with Gaussian Processes in Reduced Eigenbases Structural and Multidisciplinary Optimization - 2020	Statistiques
2020 COUV	Nicolas Garland, Rodolphe Le Riche, Yann Richet, Nicolas Durrande Multi-fidelity for MDO using Gaussian Processes	Informatique/Ingénierie, finance et science
2019 UNDEFINED	Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Nicolas Dumoulin, Lauriane Rouan, Christophe Soulié, Dimo Brockhoff, Sigrid Lehuta, Rodolphe Le Riche, Robert Faivre, Hilaire Drouineau A practical guide for conducting calibration and decision-making optimisation with complex ecological models	Sciences du vivant
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Bayesian Optimization in Reduced Eigenbases PGMO Days 2019 - 2019	Statistiques
2019 COMM	Mohamed Reda El Amri, Christophette Blanchet-Scalliet, Celine Helbert, Rodolphe Le Riche Bayesian Optimization Under Uncertainty for Chance Constrained Problems PGMO Days 2019 - 2019	Informatique/Modélisation et simulation
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Budgeted Bayesian Multiobjective Optimization Journées de la Chaire Oquaido 2019 - 2019	Statistiques
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Faster Multi-Objective Optimization: Cumulating Gaussian Processes, Preference Point and Parallelism 19th French-German-Swiss conference on optimization - 2019	Informatique/Ingénierie, finance et science
2019 LECTURE	Rodolphe Le Riche Optimization under uncertainties: an overview with a focus on Gaussian processes	Informatique/Ingénierie, finance et science
2019 LECTURE	Rodolphe Le Riche, Nicolas Durrande An overview of kriging for researchers	Informatique/Ingénierie, finance et science
2019 UNDEFINED	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version	Statistiques
2019 ART	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions Annals of Mathematics and Artificial Intelligence - 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 UNDEFINED	Nathaniel B. Price, Mathieu Balesdent, Sebastien Defoort, Rodolphe Le Riche, Nam H. Kim, Raphael T. Haftka Safety-margin-based design and redesign considering mixed epistemic model uncertainty and aleatory parameter uncertainty	Informatique/Modélisation et simulation
2019 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Bayesian optimization in effective dimensions via kernel-based sensitivity indices 30th European conference on operational research, EURO2019 - 2019	Informatique/Algorithme et structure de données
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 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Bayesian optimization in effective dimensions via kernel-based sensitivity indices 13th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13) - 2019	Informatique/Algorithme et structure de données
2019 COMM	Victor Picheny, David Gaudrie, Rodolphe Le Riche, Benoît Enaux, Vincent Herbert From CAD to Eigenshapes for Surrogate-based Optimization 13th World Congress of Structural and Multidisciplinary Optimization - 2019	Maths
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert From CAD to Eigenshapes for Surrogate-based Optimization 13th World Congress of Structural and Multidisciplinary Optimization - 2019	Statistiques
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Multi-objective Bayesian optimization with reference point: sequential and parallel versions Mascot-Num annual conference - 2019	Informatique/Ingénierie, finance et science
2019 ART	Luc Laurent, Rodolphe Le Riche, Bruno Soulier, Pierre-Alain Boucard An overview of gradient-enhanced metamodels with applications Archives of Computational Methods in Engineering - 2019	Informatique/Modélisation et simulation
2019 ART	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Global sensitivity analysis for optimization with variable selection SIAM/ASA Journal on Uncertainty Quantification - 2019	Informatique/Modélisation et simulation
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Helbert Restricting ambitions in global multi-objective optimization of costly functions Seminar at the ONERA: DMS/DTIS (ARF STOCHASTIQUE) - 2018	Informatique/Ingénierie, finance et science
2018 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Dimension Reduction for Shape Optimization	Statistiques
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Achievable Goals in Bayesian Multi-Objective Optimization Journées du GdR MOA - 2018	Statistiques
2018 UNDEFINED	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version	Informatique/Modélisation et simulation
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget 12th International Conference on Learning and Intelligent Optimization - 2018	Statistiques
2018 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Global sensitivity analysis for optimization with variable selection 12th International Conference on Learning and Intelligent Optimization - 2018	Informatique/Modélisation et simulation
2018 COMM	Victor Picheny, David Gaudrie, Rodolphe Le Riche, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget International Conference on Learning and Intelligent Optimization (LION'18) - 2018	Maths
2018 ART	Hossein Mohammadi, Rodolphe Le Riche, Xavier Bay, Eric Touboul An analysis of covariance parameters in Gaussian Process-based optimization Croatian Operational Research Review (CRORR) - 2018	Informatique/Modélisation et simulation
2018 LECTURE	Rodolphe Le Riche A comparative introduction to two optimization classics: the Nelder-Mead and the CMA-ES algorithms	Informatique/Ingénierie, finance et science
2018 COMM	Olivier Roustant, Rodolphe Le Riche The OQUAIDO research chair in a nutshell MASCOT-NUM GDR meeting - 2018	Informatique/Modélisation et simulation
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Bayesian Multi-Objective Optimization under a Restricted Budget Journées du GdR Mascot-Num 2018 - 2018	Statistiques
2018 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget	Sciences de l'ingenieur
2017 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget	Sciences de l'ingenieur
2017 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting well-balanced solutions in multi-objective bayesian optimization under a restricted budget PGMO Days 2017 - 2017	Statistiques
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 LECTURE	Nicolas Durrande, Rodolphe Le Riche Introduction to Gaussian Process Surrogate Models	Informatique/Ingénierie, finance et science
2017 COMM	Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Dumoulin Nicolas, Lauriane Rouan, Jean-Christophe Soulié, Hilaire Drouineau, Rodolphe Le Riche, Robert Faivre, Sigrid Lehuta, D. Brockoff Suivez le guide! Optimiser un modèle complexe suppose une bonne démarche et de bons outils Colloque Pêches et Changements Globaux 2017 - 2017	Informatique/Modélisation et simulation
2017 COMM	Rodolphe Le Riche, Hossein Mohammadi, Nicolas Durrande, Eric Touboul, Xavier Bay A Comparison of Regularization Methods for Gaussian Processes 2017 SIAM Conference on Optimization - 2017	Informatique/Modélisation et simulation
2017 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay An analytic comparison of regularization methods for Gaussian Processes	Statistiques
2016 COMM	Luc Laurent, Bruno Soulier, Rodolphe Le Riche, Pierre-Alain Boucard On the Use of Gradient-Enhanced Metamodels for Global Approximation and Global Optimization VII European Congress on Computational Methods in Applied Sciences and Engineering, the ECCOMAS Congress 2016 - 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 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul Small ensembles of kriging models for optimization	Informatique/Apprentissage
2016 LECTURE	Rodolphe Le Riche Surrogates and (mono-objective) optimization: a long-term relationship	Informatique/Apprentissage
2016 COMM	Nathaniel B. Price, Mathieu Balesdent, Sébastien Defoort, Rodolphe Le Riche, Nam H. Kim, Raphael T. Haftka Simulating Future Test and Redesign Considering Epistemic Model Uncertainty 18th AIAA Non-Deterministic Approaches Conference (AIAA SCITECH 2016) - 2016	Informatique/Performance et fiabilité
2016 ART	Nathaniel B. Price, Nam-Ho Kim, Raphael T. Haftka, Mathieu Balesdent, Sébastien Defoort, Rodolphe Le Riche Deciding Degree of Conservativeness in Initial Design Considering Risk of Future Redesign Journal of Mechanical Design - 2016	Informatique/Modélisation et simulation
2016 COUV	Mathieu Balesdent, Loïc Brevault, Nathaniel Price, Sébastien Defoort, Rodolphe Le Riche, Nam-Ho Kim, Raphael T. Haftka, Nicolas Bérend Advanced Space Vehicle Design Taking into Account Multidisciplinary Couplings and Mixed Epistemic/Aleatory Uncertainties	Informatique/Performance et fiabilité
2015 COMM	Loïc Brevault, Mathieu Balesdent, Nicolas Berend, Rodolphe Le Riche Multi-level hierarchical MDO formulation with functional coupling satisfaction under uncertainty, application to sounding rocket design 11th WCSMO congress - 2015	Informatique/Modélisation et simulation
2015 COUV	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul Making EGO and CMA-ES Complementary for Global Optimization	Informatique/Modélisation et simulation
2015 POSTER	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay, Nicolas Durrande An Analytic Comparison of Regularization Methods for Gaussian Processes	Informatique/Modélisation et simulation
2015 UNDEFINED	Rodolphe Le Riche, Alexis Lasseigne, François-Xavier Irisarri Discrete stochastic optimization with continuous auxiliary variables	Sciences de l'ingenieur
2015 REPORT	Victor Picheny, Rodolphe Le Riche Revisiting the paper helicopter project using an adaptive surrogate-based approach	Statistiques
2015 ART	Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Decoupled MDO formulation for interdisciplinary coupling satisfaction under uncertainty AIAA Journal - 2015	Informatique/Modélisation et simulation
2015 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul A detailed analysis of kernel parameters in Gaussian process-based optimization	Maths
2014 COMM	Rodolphe Le Riche Kriging and robust optimization Journées Scientifiques de l'ONERA sur l'optimisation robuste et les modèles de remplacement - 2014	Informatique/Modélisation et simulation
2014 LECTURE	Rodolphe Le Riche A review of optimization methods for the identification of complex models	Sciences de l'ingenieur
2014 COMM	Michel Lutz, Rodolphe Le Riche Perceiving the world through statistics: some dimensional thoughts, 14th Annual Conference of the European Network for Business and Industrial Statistics (ENBIS-14) - 2014	Informatique/Modélisation et simulation
2014 LECTURE	Rodolphe Le Riche Robust optimization : formulation, kriging and evolutionary approaches	Sciences de l'ingenieur
2014 LECTURE	Rodolphe Le Riche Introduction to kriging	Sciences de l'ingenieur
2014 COMM	Michel Lutz, Rodolphe Le Riche Perceiving the world through statistics: some dimensional thoughts European Network for Business and Industrial Statistics (ENBIS) - 2014	Sciences de l'homme et de la societe
2014 COMM	Rodolphe Le Riche the kriging approach to optimization OpenTURNS Users Day 2014 - 2014	Informatique/Modélisation et simulation
2014 COMM	Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Decoupled UMDO formulation for interdisciplinary coupling satisfaction under uncertainty 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche A stochastic global optimization method for (urban?) multi-parameter systems Matinées de la recherche AVENUES - Roberval 2014 - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche, François-Xavier Irisarri Multiscale composite optimization with design guidelines Journée d'étude : Optimisation des composites - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche Optimizing with realistic simulators and kriging Labex MS2T Control of Technological Systems-of-Systems - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche Optimizing from simulations : a collaboration between physical and statistical modeling Saphire seminar - 2014	Informatique/Modélisation et simulation
2014 ART	François-Xavier Irisarri, Alexis Lasseigne, François -Henri Leroy, Rodolphe Le Riche Optimal design of laminated composite structures with ply drops using stacking sequence tables Composite Structures - 2014	Informatique/Modélisation et simulation
2013 COMM	Hasna Barkia, Xavier Boucher, Rodolphe Le Riche, Marie-Agnès Girard, Philippe Beaune Semiconductor Yield Loss' Causes Identification : A Data Mining Approach 2013 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	Rodolphe Le Riche Global Optimization involving realistic numerical simulation : existing approaches, remaining challenges NAFEMS meeting on numerical simulation and optimal design - 2013	Informatique/Modélisation et simulation
2013 COMM	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay On regularization techniques in statistical learning by Gaussian processes NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013	Informatique/Modélisation et simulation
2013 COMM	Jeremy Riviere, Rodolphe Le Riche, Gauthier Picard LOOM, an algorithm for finding local optima of expensive functions NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013	Informatique/Système multi-agents
2013 COMM	Alexis Lasseigne, François-Xavier Irisarri, Rodolphe Le Riche Optimal design of a composite structure relevant to laminate design guidelines 19th International Conference on Composite Materials (ICCM-19) - 2013	Informatique/Modélisation et simulation
2013 COMM	Gauthier Picard, Diane Villanueva, Rodolphe Le Riche, Raphael T. Haftka Méthode multi-agent d'optimisation par partionnement auto-organisé 21es Journées francophones des systèmes multi-agents (JFSMA'13) - 2013	Informatique/Système multi-agents
2013 COMM	Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Challenges and future trends in Uncertainty-Based Multidisciplinary Design Optimization for space transportation system design 5th European Conference for Aeronautics and Space Sciences (EUCASS 2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	Hasna Barkia, Xavier Boucher, Rodolphe Le Riche, Marie-Agnès Girard, Philippe Beaune, David Rozier Extraction de connaissances pour une maîtrise du rendement en industrie du semi-conducteur 10ième Congrès International en Génie Industriel (CIGI 2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	Alexis Lasseigne, François-Xavier Irisarri, Rodolphe Le Riche Conception de structures composites par optimisation locale du matériau 18èmes Journées Nationales sur les Composites - 2013	Informatique/Modélisation et simulation
2013 COMM	François-Xavier Irisarri, Alexis Lasseigne, Henri Leroy François -, Rodolphe Le Riche Optimisation des empilements dans les structures composites stratifiées avec arrêts de plis 18èmes Journées Nationales sur les Composites - 2013	Informatique/Modélisation et simulation
2013 COMM	L. Brévault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Comparison of different global sensitivity analysis methods for aerospace vehicle optimal design 10th World Congress on Structural and Multidisciplinary Optimization, WCSMO-10 - 2013	Informatique/Modélisation et simulation
2013 COMM	Diane Villanueva, Raphael T. Haftka, Rodolphe Le Riche, Gauthier Picard Locating Multiple Candidate Designs with Dynamic Local Surrogates 10th World Congress on Structural and Multidisciplinary Optimization (WCSMO-10) - 2013	Informatique/Système multi-agents
2013 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael T. Haftka Self-organized space partitioning for multi-agent optimization 6th International Workshop on Optimisation in Multi-Agent Systems (OPTMAS) 2013 - 2013	Informatique/Système multi-agents
2013 COMM	François-Xavier Irisarri, Rodolphe Le Riche Conception de structures composites: un cheminement par les algorithmes d'optimisation Journée Optimisation Topologique et Composites SIA - 2013	Informatique/Modélisation et simulation
2013 ART	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Zhi-Yong Li, Chrisitan Boissier, Jean-Pierre Favre A new method for the in vivo identification of mechanical properties in arteries from cine MRI images: theoretical framework and validation. IEEE Transactions on Medical Imaging - 2013	Sciences de l'ingenieur
2013 COMM	Anirban Chaudhuri, Rodolphe Le Riche, Mickael Meunier Estimating Feasibility Using Multiple Surrogates and ROC Curves 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - 2013	Informatique/Modélisation et simulation
2013 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael T. Haftka Dynamic Design Space Partitioning for Optimization of an Integrated Thermal Protection System 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - 2013	Informatique/Système multi-agents
2013 ART	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Chrisitan Boissier, Jean-Pierre Favre Identification of the in vivo elastic properties of common carotid arteries from MRI: a study on subjects with and without atherosclerosis. Journal of the Mechanical Behavior of Biological Materials - 2013	Sciences de l'ingenieur
2013 COMM	Michel Lutz, Rodolphe Le Riche, Xavier Boucher Information limitée et contradiction : application à la gestion des connaissances industrielles 3ièmes Ateliers Sur La Contradiction - 2013	Informatique/Modélisation et simulation
2013 COMM	Bernard Guy, Rodolphe Le Riche Articulation des rationalités cartésienne et complexe dans les projets associant plusieurs disciplines 3ièmes Ateliers Sur La Contradiction - 2013	Informatique/Modélisation et simulation
2013 COMM	Bernard Guy, Rodolphe Le Riche Articulation des rationalités cartésienne et complexe dans les projets associant plusieurs disciplines 3ièmes Ateliers Sur La Contradiction - 2013	Informatique/Modélisation et simulation
2013 COUV	Michel Lutz, Rodolphe Le Riche Informations limitées, dimensions et contradictions – application à la gestion des connaissances industrielles par l’emploi de méthodes statistiques	Sciences de l'homme et de la societe
2013 COMM	Derrick Fongang Fongang, Rodolphe Le Riche, Xavier Bay Product family optimization: a multiplatform algorithm based on iterative increase of the commonality Quatorzième congrès annuel de la Société Française de recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013) - 2013	Informatique/Modélisation et simulation
2013 OTHER	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard An agent approach to finding local optima and other ideas about distributed resolution of optimization problems	Informatique/Système multi-agents
2013 ART	Christian Gogu, W. Yin, Raphael T. Haftka, Peter G. Ifju, Jérôme Molimard, Rodolphe Le Riche, Alain Vautrin Bayesian Identification of Elastic Constants in Multi-Directional Laminate from Moiré Interferometry Displacement Fields Experimental Mechanics - 2013	Informatique/Modélisation et simulation
2012 COMM	Rodolphe Le Riche, Ramunas Girdziusas, Janis Janusevskis A study of asynchronous budgeted optimization NIPS workshop on Bayesian Optimization and Decision Making - 2012	Informatique/Modélisation et simulation
2012 COMM	Janis Janusevskis, Ramunas Girdziusas, Rodolphe Le Riche Fast integration of multi-point improvements NIPS workshop on Bayesian Optimization and Decision Making - 2012	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 COMM	Diane Villanueva, Gauthier Picard, Rodolphe Le Riche, Raphael T. Haftka Optimisation multi-agent par partitionnement adaptatif de l'espace de conception 20èmes Journées Francophones sur les Systèmes Multi-Agents - 2012	Informatique/Modélisation et simulation
2012 COMM	Rodolphe Le Riche, Ramunas Girdziusas, Diane Villanueva, Gauthier Picard, David Ginsbourger Squaring the engineering optimization circle : distributed global optimization algorithms for computationally expensive problems invited presentation at RIO 2012 (Interdisciplinary Meeting about Optimization) - 2012	Informatique/Modélisation et simulation
2012 REPORT	Ramunas Girdziusas, Rodolphe Le Riche, Fabien Viale, David Ginsbourger Parallel Budgeted Optimization Applied to the Design of an Air Duct	Informatique/Calcul parallèle, distribué et partagé
2012 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael T. Haftka Design Space Partitioning for Optimization Using Agents 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization (MAO) Conference - 2012	Informatique/Modélisation et simulation
2012 ART	Janis Janusevskis, Rodolphe Le Riche, David Ginsbourger, Ramunas Girdziusas Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions : Potentials and Challenges Lecture Notes in Computer Science - 2012	Informatique/Algorithme et structure de données
2012 COMM	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Chrisitan Boissier, Jean-Pierre Favre In Vivo Mechanical Properties of Arteries: a Novel Identification Method Based on FEA and Image Registration ESMC 2012, 8th european conference on solid mechanics - 2012	Informatique/Modélisation et simulation
2012 COMM	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Chrisitan Boissier, Jean-Pierre Favre Original identification method based on image registration and FEA for the in vivo estimation of arteries elastic properties Euromech 534 colloquium on Advanced experimental approaches and inverse problems in tissue biomechanics - 2012	Informatique/Modélisation et simulation
2012 COMM	Nicolas Durrande, Rodolphe Le Riche, Stéphane Avril MRI sequence denoising using gaussian processes Euromech 534 colloquium on Advanced experimental approaches and inverse problems in tissue biomechanics - 2012	Informatique/Modélisation et simulation
2012 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael T. Haftka Surrogate-based agents for constrained optimization 14th AIAA Non-Deterministic Approaches Conference - 2012	Informatique/Système multi-agents
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
2012 ART	Janis Janusevskis, Rodolphe Le Riche Simultaneous kriging-based estimation and optimization of mean response Journal of Global Optimization - 2012	Informatique/Informatique et langage
2012 ART	Rodolphe Le Riche, Raphael T. Haftka On global optimization articles in SMO Structural and Multidisciplinary Optimization - 2012	Sciences de l'environnement
2002 COUV	Rodolphe Le Riche, Frédéric Guyon Dual Evolutionary Optimization	Informatique/Analyse numérique
1999 COMM	Rodolphe Le Riche, G Cailletaud, S Canu Vers un non linéaire matériau Quatrième colloque national en calcul des structures - 1999	Informatique/Ingénierie, finance et science
1998 REPORT	Rodolphe Le Riche, E Souza de Curci, G Cailletaud, S Canu Modélisation de Lois de Comportement par Réseaux de Neurones	Informatique/Ingénierie, finance et science

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LE RICHE - Rodolphe