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Gaussian process model selection for computer experiments

 Sébastien Petit , Julien Bect , Paul Feliot , Emmanuel Vazquez
MASCOT PhD student 2020 Meeting, Sep 2020, Grenoble, France.
Poster de conférence hal-03018559v1
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BMOO: a Bayesian Multi-Objective Optimization algorithm

 Paul Feliot , Julien Bect , Emmanuel Vazquez
Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2016), Mar 2016, Toulouse, France
Communication dans un congrès hal-01377761v1
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User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion

 Paul Feliot , Julien Bect , Emmanuel Vazquez
Machine Learning, Optimization, and Data Science. 4th International Conference (LOD 2018), Sep 2018, Volterra, Italy. pp.533-544, ⟨10.1007/978-3-030-13709-0_45⟩
Communication dans un congrès hal-01874519v1

Bayesian multi-objective optimization with constraints: Application to the design of a commercial aircraft environment control system

 Paul Feliot , Julien Bect , Emmanuel Vazquez
2016
Autre publication scientifique hal-01323028v1
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Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients

 Sébastien Petit , Julien Bect , Sébastien da Veiga , Paul Feliot , Emmanuel Vazquez
52èmes Journées de Statistique de la SFdS (JdS 2020), May 2021, Nice, France. pp.633-638
Communication dans un congrès hal-02490981v2
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A Bayesian subset simulation approach to constrained global optimization of expensive-to-evaluate black-box functions

 Paul Feliot , Julien Bect , Emmanuel Vazquez
PGMO-COPI’14, Oct 2014, Palaiseau, France
Communication dans un congrès hal-01078397v2
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Design of a commercial aircraft environment control system using Bayesian optimization techniques

 Paul Feliot , Yves Le Guennec , Julien Bect , Emmanuel Vazquez
EngOpt 2016, 5th International Conference on Engineering Optimization, Jun 2016, Iguassu Falls, Brazil. pp.400-409
Communication dans un congrès hal-01377722v1
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A Bayesian approach to constrained single- and multi-objective optimization

 Paul Feliot , Julien Bect , Emmanuel Vazquez
Journal of Global Optimization, 2017, 67 (1), pp.97-133. ⟨10.1007/s10898-016-0427-3⟩
Article dans une revue hal-01207679v3

A Bayesian approach to constrained multi-objective optimization of expensive-to-evaluate functions

 Paul Feliot , Julien Bect , Emmanuel Vazquez
World Congress on Global Optimization (WCGO 2015), Feb 2015, Gainesville (Florida), United States
Communication dans un congrès hal-01322564v1
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Parameter selection in Gaussian process interpolation: An empirical study of selection criteria

 Sébastien Petit , Julien Bect , Paul Feliot , Emmanuel Vazquez
SIAM/ASA Journal on Uncertainty Quantification, 2023, 11 (4), pp.1308-1328. ⟨10.1137/21M1444710⟩
Article dans une revue hal-03285513v5
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A Bayesian approach to constrained multi-objective optimization

 Paul Feliot , Julien Bect , Emmanuel Vazquez
Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2015), Apr 2015, Saint-Etienne, France. , 2015
Poster de conférence hal-01323031v1
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A Bayesian Approach to Constrained Multi-objective Optimization

 Paul Feliot , Julien Bect , Emmanuel Vazquez
Learning and Intelligent Optimization: 9th International Conference, LION 9. Revised Selected Papers., Jan 2015, Lille, France. pp.256-261, ⟨10.1007/978-3-319-19084-6_24⟩
Communication dans un congrès hal-01170137v1
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