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
Conference papers
hal-02490981v2
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Adaptive Design of Experiments for Conservative Estimation of Excursion Sets (SIAM UQ 2016)
Dario Azzimonti
,
David Ginsbourger
,
Clément Chevalier
,
Julien Bect
,
Yann Richet
2016 SIAM Conference on Uncertainty Quantification , Apr 2016, Lausanne, Switzerland
Conference papers
hal-01329571v1
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Design and analysis of multi-level numerical experiments, with application to fire safety
Rémi Stroh
,
Julien Bect
,
Séverine Demeyer
,
Nicolas Fischer
,
Emmanuel Vazquez
Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2016) , Mar 2016, Toulouse, France
Conference poster
hal-01331171v1
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Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization
Sébastien J Petit
,
Julien Bect
,
Emmanuel Vazquez
2022
Preprints, Working Papers, ...
hal-03686949v2
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A Bayesian approach to constrained single- and multi-objective optimization
Paul Feliot
,
Julien Bect
,
Emmanuel Vazquez
Journal articles
hal-01207679v3
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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
Conference poster
hal-01323031v1
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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
Conference papers
hal-01322564v1
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Sequential search strategies based on kriging
Emmanuel Vazquez
Computation [stat.CO]. Université Paris-Sud, 2015
Habilitation à diriger des recherches
tel-01266334v1
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A Time-Evolving 3D Method Dedicated to the Reconstruction of Solar plumes and Results Using Extreme Ultra-Violet Data
Nicolas Barbey
,
Frédéric Auchère
,
Thomas Rodet
,
Jean-Claude Vial
2008
Preprints, Working Papers, ...
hal-00221471v2
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The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies
Héloïse Dutrieux
,
Ivana Aleksovska
,
Julien Bect
,
Emmanuel Vazquez
,
Delille Gauthier
,
et al.
47èmes Journées de Statistique de la SFdS (JdS 2015) , Jun 2015, Lille, France
Conference papers
hal-01163565v1
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On the use of SMC methods in the sequential design of computer experiments
Julien Bect
GdR ISIS meeting on “Echantillonnage Monte Carlo et Apprentissage Statistique” , Feb 2018, Paris, France
Conference papers
hal-03105522v1
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Bayesian multi-objective optimization with constraints: Application to the design of a commercial aircraft environment control system
Paul Feliot
,
Julien Bect
,
Emmanuel Vazquez
2016
Other publications
hal-01323028v1
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Bayesian subset simulation
Julien Bect
,
Ling Li
,
Emmanuel Vazquez
Journal articles
hal-01253706v4
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Quantifying uncertainties on excursion sets under a Gaussian random field prior
Dario Azzimonti
,
Julien Bect
,
Clément Chevalier
,
David Ginsbourger
Journal articles
hal-01103644v2
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Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure
Rémi Stroh
,
Julien Bect
,
Séverine Demeyer
,
Nicolas Fischer
,
Emmanuel Vazquez
11th International Conference on Advanced Mathematical and Computational Tools in Metrology and Testing (AMTCM 2017) , Aug 2017, Glasgow, United Kingdom
Conference papers
hal-01590748v1
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Bayesian sparse solutions to linear inverse problems with non-stationary noise with Student-t priors
Ali Mohammad-Djafari
,
Mircea Dumitru
Journal articles
hal-01475262v1
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3D X-ray Computed Tomography reconstruction using sparsity enforcing Hierarchical Model based on Haar Transformation
Li Wang
,
Ali Mohammad-Djafari
,
Nicolas Gac
,
Mircea Dumitru
The 2017 International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine , Jun 2017, Xi'an, China. pp.295-298
Conference papers
hal-01490554v1
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Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation
Subhasish Basak
,
Sébastien Petit
,
Julien Bect
,
Emmanuel Vazquez
7th International Conference on machine Learning, Optimization and Data science (LOD 2021) , Oct 2021, Grasmere, United Kingdom.
⟨10.1007/978-3-030-95470-3_9⟩
Conference papers
hal-03119528v2
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Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator
Rémi Stroh
,
Séverine Demeyer
,
Nicolas Fischer
,
Julien Bect
,
Emmanuel Vazquez
61th World Statistics Congress of the International Statistical Institute (ISI 2017) , Jul 2017, Marrakech, Morocco
Conference papers
hal-01569037v1
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A low variance consistent test of relative dependency
Wacha Bounliphone
,
Arthur Gretton
,
Arthur Tenenhaus
,
Matthew Blaschko
International Conference on Machine Learning , Jul 2015, Lille, France
Conference papers
hal-01005828v4
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Échantillonnage préférentiel et méta-modèles : méthodes bayésiennes optimale et défensive
Julien Bect
,
Roman Sueur
,
Alexis Gérossier
,
Loïc Mongellaz
,
Sébastien Petit
,
et al.
47èmes Journées de Statistique de la SFdS (JdS 2015) , Jun 2015, Lille, France
Conference papers
hal-01163632v1
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Unsupervised sparsity enforcing iterative algorithms for 3D image reconstruction in X-ray computed tomography
Mircea Dumitru
,
Nicolas Gac
,
Li Wang
,
Ali Mohammad-Djafari
The 2017 International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine , Jun 2017, Xi'an, China. pp.359-362
Conference papers
hal-01568325v1
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Bias and Variance in the Bayesian Subset Simulation Algorithm
Julien Bect
,
Roman Sueur
,
Emmanuel Vazquez
2016 SIAM Conference on Uncertainty Quantification , Apr 2016, Lausanne, Switzerland
Conference papers
hal-01377732v1
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Perturbed-Law based sensitivity Indices for sensitivity analysis in structural reliability
Roman Sueur
,
Nicolas Bousquet
,
Bertrand Iooss
,
Julien Bect
8th International Conference on Sensitivity Analysis of Model Output (SAMO 2016) , Nov 2016, Le Tampon, Réunion, France. pp.89-90
Conference papers
hal-01569578v1
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X-ray Computed Tomography using a sparsity enforcing prior model based on Haar transformation in a Bayesian framework
Li Wang
,
Ali Mohammad-Djafari
,
Nicolas Gac
Journal articles
hal-01490523v1
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Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling
José Henrique de Morais Goulart
,
Mélanie Boizard
,
Remy Boyer
,
Gérard Favier
,
Pierre Comon
EUSIPCO 2015 - 23th European Signal Processing Conference , Aug 2015, Nice, France
Conference papers
hal-01118725v2
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