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Conference

Multiobjective optimization with a quadratic surrogate-assisted CMA-ES

Authors : Gharafi, Mohamed; Hansen, Nikolaus; Brockhoff, Dimo ...

Subjects: multiobjective optimization; CMA-ES; evolution strategiesLisbon; Portugal

Source: GECCO 2023 - Genetic and Evolutionary Computation Conference ; https://hal.science/hal-04078483 ; GECCO 2023 - Genetic and Evolutionary Computation Conference, GECCO, Jul 2023, Lisbon, Portugal.

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Conference

LEARNING FUNCTIONS DEFINED OVER SETS OF VECTORS WITH KERNEL METHODS

Authors : Sow, Babacar; Le Riche, Rodolphe; Pelamatti, Julien ...

Subjects: Surrogate models; Gaussian process; Semi-definite positive kernelAthène; Greece

Source: 5 th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2023)https://hal-emse.ccsd.cnrs.fr/emse-040432065 th ECCOMAS Thematic

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Conference

On Gaussian Processes for Spatial Modeling and Optimization

Authors : Rullière, Didier; Le Riche, Rodolphe;

Subjects: Gaussian process models; bayesian optimization; spatial statisticsClermont - Ferrand; France

Source: Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks (ORAIN 2023) ; https://hal.science/hal-04208916 ; Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks

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Conference

Cloud of points as discrete measures for Gaussian models and stochastic optimization

Authors : Sow, Babacar; Le Riche, Rodolphe; Zannane, Sanaa ...

Subjects: [MATH]Mathematics [math]; [STAT]Statistics [stat]LE CROISIC; France

Source: MASCOT-NUM2023 ; https://hal.science/hal-04102275 ; MASCOT-NUM2023, Apr 2023, LE CROISIC, France

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Academic Journal

Quantizing rare random maps: application to flooding visualization

Authors : Sire, Charlie; Le Riche, Rodolphe; Rullière, Didier ...

Subjects: [STAT]Statistics [stat]; [MATH]Mathematics [math]

Source: ISSN: 1061-8600.

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Academic Journal

A sampling criterion for constrained Bayesian optimization with uncertainties

Authors : Amri, Reda El; Le Riche, Rodolphe; Helbert, Céline ...

Subjects: Machine Learning; Optimization and Control; [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation

Source: ISSN: 2426-8399 ; SMAI Journal of Computational Mathematics ; https://hal-emse.ccsd.cnrs.fr/emse-03167452 ; SMAI Journal of Computational Mathematics, 2023, 9, pp.285-309.

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Academic Journal

A sampling criterion for constrained Bayesian optimization with uncertainties

Authors : Amri, Reda El; Le Riche, Rodolphe; Helbert, Céline ...

Subjects: Machine Learning; Optimization and Control; [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation

Source: ISSN: 2426-8399 ; SMAI Journal of Computational Mathematics ; https://hal-emse.ccsd.cnrs.fr/emse-03167452 ; SMAI Journal of Computational Mathematics, 2023, 9, pp.285-309.

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Conference

Sequential calibration of material model using mixed-effects

Authors : Laboulfie, Clément; Balesdent, Mathieu; Brevault, Loïc ...

Subjects: Mixed-effects models; Model Calibration; Composites MaterialNantes; France

Source: 25ème Congrès Français de Mécaniquehttps://hal-emse.ccsd.cnrs.fr/emse-0372003425ème Congrès Français de Mécanique, Aug 2022, Nantes, France

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Conference

Gaussian Processes Indexed by Clouds of Points: a study Babacar SOW (EMSE, LIMOS), Rodolphe LE RICHE (CNRS, LIMOS)

Authors : Sow, Babacar; Le Riche, Rodolphe; Pelamatti, Julien ...

Subjects: [INFO.INFO-MO]Computer Science [cs]/Modeling and SimulationClermont Ferrand; France

Source: MASCOT-NUM ; https://hal-emse.ccsd.cnrs.fr/emse-03720276 ; MASCOT-NUM, Jun 2022, Clermont Ferrand, France

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Academic Journal

TREGO: a Trust-Region Framework for Efficient Global Optimization

Authors : Diouane, Youssef; Picheny, Victor; Le Riche, Rodolphe ...

Subjects: nonlinear optimization; Gaussian processes; Bayesian optimization

Source: ISSN: 0925-5001.

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