LE RICHE - Rodolphe
Toutes les publications (170)
| Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
|---|---|---|---|---|
| 2025
POSTER |
Mohamed Gharafi, Nikolaus Hansen, Rodolphe Le Riche, Dimo Brockhoff
Rank-based Linear-Quadratic Surrogate Assisted CMA-ES |
Maths | ||
| 2025
POSTER |
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Xavier Bay, Laurent Genest, David Gaudrie
Kriging under differential information: application to prediction of perfect flows |
Informatique/Modélisation et simulation | ||
| 2025
COMM |
Guillaume Perrin, Rodolphe Le Riche
Bayesian optimization with derivatives acceleration Journée Parcimonie, Optimisation et Problèmes Inverses Lyon Saint-Etienne Savoie (POPILSS 2025) - 2025 |
Informatique/Recherche opérationnelle | ||
| 2025
COMM |
Kevin Taurines, Rodolphe Le Riche, Boris Brangeon, Maxime Doya
Multiobjective Optimization With Uncertainties and Discrete Meta-Variables : The Case Of Building Energy Refurbishment Math to Product (M2P) - 2025 |
Informatique/Modélisation et simulation | ||
| 2025
POSTER |
Soumyodeep Mukhopadhyay, Didier Rullière, Rodolphe Le Riche, Xavier Bay, Laurent Genest, David Gaudrie
Collocation-based kriging with applications to the prediction of perfect flows |
Informatique/Modélisation et simulation | ||
| 2025
UNDEFINED |
Victor Trappler, Céline Helbert, Rodolphe Le Riche
Multiobjective Optimization under Uncertainties using Conditional Pareto Fronts |
Maths | ||
| 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
COMM |
Victor Trappler, Céline Helbert, Christophette Blanchet-Scalliet, Rodolphe Le Riche
Multiobjective Bayesian Optimization under uncertainties Rencontres annuelles 2024 du réseau Mexico - 2024 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Statistiques | ||
| 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 |
Maths | ||
| 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 |
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 |
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
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 - 2024 |
Informatique/Modélisation et simulation | ||
| 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 |
Maths | ||
| 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/Intelligence artificielle | ||
| 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 |
Maths | ||
| 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 |
Informatique/Intelligence artificielle | ||
| 2023
UNDEFINED |
Charlie Sire, Didier Rullière, Rodolphe Le Riche, Jérémy Rohmer, Yann Richet, Lucie Pheulpin
Augmented quantization: a general approach to mixture models |
Statistiques | ||
| 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 |
Maths | ||
| 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 |
Informatique/Réseau de neurones | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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
POSTER |
Babacar Sow, Rodolphe Le Riche, Sanaa Zannane, Merlin Keller, Julien Pelamatti
Cloud of points as discrete measures for Gaussian models and stochastic optimization |
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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
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 |
Maths | ||
| 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 |
Maths | ||
| 2021
LECTURE |
Rodolphe Le Riche, Charlie Sire
Introduction to Global Optimization |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 2020
COMM |
Rodolphe Le Riche, Adrien Spagnol, David Gaudrie, Sébastien da Veiga, Victor Picheny
Reducing dimension in Bayesian Optimization LIMOS internal seminar - 2020 |
Maths | ||
| 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 |
Maths | ||
| 2020
COUV |
Nicolas Garland, Rodolphe Le Riche, Yann Richet, Nicolas Durrande
Multi-fidelity for MDO using Gaussian Processes |
Maths | ||
| 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 |
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
Bayesian Optimization in Reduced Eigenbases PGMO Days 2019 - 2019 |
Statistiques | ||
| 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 |
Maths | ||
| 2019
LECTURE |
Rodolphe Le Riche
Optimization under uncertainties: an overview with a focus on Gaussian processes |
Maths | ||
| 2019
LECTURE |
Rodolphe Le Riche, Nicolas Durrande
An overview of kriging for researchers |
Maths | ||
| 2019
UNDEFINED |
David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version |
Sciences de l'ingenieur | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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
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
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 |
Maths | ||
| 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 |
Maths | ||
| 2018
COMM |
Olivier Roustant, Rodolphe Le Riche
The OQUAIDO research chair in a nutshell MASCOT-NUM GDR meeting - 2018 |
Informatique/Modélisation et simulation | ||
| 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 |
Maths | ||
| 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 |
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 |
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 |
Maths | ||
| 2017
LECTURE |
Nicolas Durrande, Rodolphe Le Riche
Introduction to Gaussian Process Surrogate Models |
Physique | ||
| 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 |
Maths | ||
| 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
LECTURE |
Rodolphe Le Riche
Surrogates and (mono-objective) optimization: a long-term relationship |
Maths | ||
| 2016
REPORT |
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul
Small ensembles of kriging models for optimization |
Maths | ||
| 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
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 |
Physique | ||
| 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 | ||
| 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 |
Maths | ||
| 2015
REPORT |
Victor Picheny, Rodolphe Le Riche
Revisiting the paper helicopter project using an adaptive surrogate-based approach |
Maths | ||
| 2015
REPORT |
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul
A detailed analysis of kernel parameters in Gaussian process-based optimization |
Maths | ||
| 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 | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 2014
LECTURE |
Rodolphe Le Riche
Introduction to kriging |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
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 |
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 |
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 |
Maths | ||
| 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, 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 |
Maths | ||
| 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 |
Physique | ||
| 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 |
Maths | ||
| 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 |
Physique | ||
| 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 |
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
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 |
Maths | ||
| 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 |
Physique | ||
| 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, 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 |
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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 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 |
Maths | ||
| 1999
COMM |
Rodolphe Le Riche, G Cailletaud, S Canu
Vers un non linéaire matériau Quatrième colloque national en calcul des structures - 1999 |
Maths | ||
| 1998
REPORT |
Rodolphe Le Riche, E Souza de Curci, G Cailletaud, S Canu
Modélisation de Lois de Comportement par Réseaux de Neurones |
Maths |