LIMOS - Annuaire

GAUDRIE - David

All publications(29)

Date/Type	Titre/URL/journal	Domaines

2024 ART	Tanguy Appriou, Didier Rullière, David Gaudrie Combination of Optimization-free Kriging Models for High-Dimensional Problems Computational Statistics - 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	Maths
2024 ART	Tanguy Appriou, Didier Rullière, David Gaudrie High-dimensional Bayesian Optimization with a Combination of Kriging models Structural and Multidisciplinary Optimization - 2024	Statistiques
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	Sciences de l'ingenieur
2023 COMM	Tanguy Appriou, David Gaudrie, Didier Rullière Bayesian Optimization For High-Dimensional Problems Using A Combination Of Kriging Surrogate Models Journées Scientifiques du CIROQUO - 2023	Statistiques
2023 POSTER	Tanguy Appriou, Didier Rullière, David Gaudrie Bayesian Optimization in High-dimension via a Combination of Kriging sub-models	Statistiques
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	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	Sciences de l'ingenieur
2020 COMM	Rodolphe Le Riche, Adrien Spagnol, David Gaudrie, Sébastien da Veiga, Victor Picheny Reducing dimension in Bayesian Optimization LIMOS internal seminar - 2020	Sciences de l'ingenieur
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
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 THESE	David Gaudrie High-Dimensional Bayesian Multi-Objective Optimization	Maths
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	Sciences de l'ingenieur
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	Statistiques
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	Sciences de l'ingenieur
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	Sciences de l'ingenieur
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	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

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GAUDRIE - David