David Gaudrie
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Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Annals of Mathematics and Artificial Intelligence 88 (1), 187-212, 2020
13*2020
Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front--Extended Version
D Gaudrie, RL Riche, V Picheny, B Enaux, V Herbert
arXiv preprint arXiv:1809.10482, 2018
92018
Spatially regularized fusion of multiresolution digital surface models
G Kuschk, P d’Angelo, D Gaudrie, P Reinartz, D Cremers
IEEE Transactions on Geoscience and Remote Sensing 55 (3), 1477-1488, 2016
92016
Modeling and optimization with Gaussian processes in reduced eigenbases
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Structural and Multidisciplinary Optimization 61 (6), 2343-2361, 2020
42020
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases--Extended Version
D Gaudrie, RL Riche, V Picheny, B Enaux, V Herbert
arXiv preprint arXiv:1908.11272, 2019
12019
From CAD to eigenshapes for surrogate-based optimization
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
13th World Congress of Structural and Multidisciplinary Optimization, 2019
12019
Reducing dimension in Bayesian Optimization
R Le Riche, A Spagnol, D Gaudrie, S Da Veiga, V Picheny
LIMOS internal seminar, 2020
2020
Bayesian Optimization in Reduced Eigenbases
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
PGMO Days 2019, 2019
2019
Budgeted Bayesian Multiobjective Optimization
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Journées de la Chaire Oquaido 2019, 2019
2019
High-Dimensional Bayesian Multi-Objective Optimization
D Gaudrie
Université de Lyon, 2019
2019
Faster Multi-Objective Optimization: Cumulating Gaussian Processes, Preference Point and Parallelism
D Gaudrie, R Le Riche, V Picheny
19th French-German-Swiss conference on optimization, 2019
2019
Multi-objective Bayesian optimization with reference point: sequential and parallel versions
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Mascot-Num annual conference, 2019
2019
Restricting ambitions in global multi-objective optimization of costly functions
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Helbert
Seminar at the ONERA: DMS/DTIS (ARF STOCHASTIQUE), 2018
2018
Dimension Reduction for Shape Optimization
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Journées de la Chaire Oquaido 2018, 2018
2018
Achievable Goals in Bayesian Multi-Objective Optimization
D Gaudrie, R Le Riche, V Picheny
Journées du GdR MOA, 2018
2018
Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget
V Picheny, D Gaudrie, R Le Riche, B Enaux, V Herbert
International Conference on Learning and Intelligent Optimization (LION'18 …, 2018
2018
Targeting well-balanced solutions in multi-objective bayesian optimization under a restricted budget
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
International Conference on Learning and Intelligent Optimization, 175-179, 2018
2018
Targeting Well-Balanced Solutions in Bayesian Multi-Objective Optimization under a Restricted Budget
D Gaudrie, R Le Riche, V Picheny, B Enaux, V Herbert
Journées du GdR Mascot-Num 2018, 2018
2018
Optimisation en haute dimension de l’aérodynamique interne et externe de véhicules
D Gaudrie, R Le Riche, B Enaux, V Herbert
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