LE RICHE - Rodolphe

All publications(151)
Date/Type Titre/URL/journal Domaines Notes SJR/Core Cit. GScholar
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
Maths
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
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
Statistiques
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
Maths
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
UNDEFINED
Guillaume Perrin, Rodolphe Le Riche
Bayesian optimization with derivatives acceleration
Maths
2023
COMM
Victor Charpenay, Rodolphe Le Riche
How Many Dimensions for your Latent Model? A Cross-Domain Perspective
Data&IA@IMT webinar - 2023
Informatique/Apprentissage
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
Informatique/Apprentissage
2023
LECTURE
Rodolphe Le Riche
Bayesian and evolutionary optimization: searching from both sides
Maths
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
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
Informatique/Ingénierie, finance et science
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
Maths
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
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
2022
ART
Jhouben Cuesta-Ramirez, Rodolphe Le Riche, Olivier Roustant, Guillaume Perrin, Cedric Durantin, Alain Gliere
A comparison of mixed-variables Bayesian optimization approaches
Advanced Modeling and Simulation in Engineering Sciences - 2022
Informatique/Modélisation et simulation
2021
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/Ingénierie, finance et science
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
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
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
Jhouben Janyk Cuesta Ramirez, Olivier Roustant, Alain Gliere, Rodolphe Le Riche, Cédric Durantin, Guillaume Perrin
Optimization in presence of categorical variables
Journées scientifiques d'automne de la chaire OQUAIDO - 2020
Informatique/Ingénierie, finance et science
2020
COMM
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
Statistiques
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
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
30th European conference on operational research, EURO2019 - 2019
Informatique/Algorithme et structure de données
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
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
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
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
Statistiques
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
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
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
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
Statistiques
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
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
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
Statistiques
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
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
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
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
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
Maths
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
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
Sciences de l'ingenieur
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
Sciences de l'ingenieur
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
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