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Sébastien Petit

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2020 – today

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2023
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  - journals/juq/PetitBFV23
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Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vázquez:
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. SIAM/ASA J. Uncertain. Quantification 11(4): 1308-1328 (2023)
2022
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Sébastien Petit:
Improved Gaussian process modeling: Application to Bayesian optimization. (Améliorations des modèles par processus gaussiens: Application à l'optimisation bayésienne). University of Paris-Saclay, France, 2022
2021
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  - conf/mod/BasakPBV21
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Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. LOD 2021: 116-131
[i1]
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Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression. CoRR abs/2101.09747 (2021)

2010 – 2019

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2012
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  - conf/ei-ipmva/MahendraSMPND12
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Adhiguna Mahendra, Christophe Stolz, Fabrice Mériaudeau, Sébastien Petit, Alexandre Noel, Fabien Degoutin:
Automated inspection of tubular material based on magnetic particle inspection. Image Processing: Machine Vision Applications 2012: 830007

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