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, 187-212, 2020 | 21* | 2020 |
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, 2343-2361, 2020 | 14 | 2020 |
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 | 10 | 2016 |
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 | 9 | 2018 |
High-Dimensional Bayesian Multi-Objective Optimization D Gaudrie Lyon, 2019 | 2 | 2019 |
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 | 2 | 2019 |
Bayesian Optimization in High-dimension via a Combination of Kriging sub-models T Appriou, D Rullière, D Gaudrie MASCOT-NUM2023, 2023 | | 2023 |
Combination of High-Dimensional Kriging Sub-models T Appriou, D Rullière, D Gaudrie | | 2022 |
Which Gaussian Process for Bayesian Optimization? R Le Riche, D Gaudrie, V Picheny, Y Diouane, A Spagnol, S Da Veiga 2022 Optimization Days, 2022 | | 2022 |
A discussion of the current and potential uses of Gaussian Processes in mechanics R Le Riche, D Gaudrie, J Cuesta-Ramirez, SBE Salah, O Roustant, ... Journée scientifique de la SF2M: matériau numérique, 2022 | | 2022 |
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 |
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 |
Targeting well-balanced solutions in multi-objective bayesian optimization under a restricted budget D Gaudrie, RL Riche, V Picheny, B Enaux, V Herbert Learning and Intelligent Optimization: 12th International Conference, LION …, 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 |
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 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 |