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Number of documents

8

Sébastien J. Petit, Phd Student


Journal articles1 document

  • Aurélie Jeanson, Claude Berthon, S. Coantic, Christophe den Auwer, Nicolas Floquet, et al.. The role of aspartyl-rich pentapeptides in comparative complexation of actinide(IV) and iron(III). Part 1. New Journal of Chemistry, Royal Society of Chemistry, 2009, 33 (5), pp.976-985. ⟨10.1039/B813523A⟩. ⟨hal-00583012⟩

Conference papers3 documents

  • Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vazquez. Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation. 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⟩. ⟨hal-03119528v2⟩
  • Sébastien Petit, Julien Bect, Sébastien da Veiga, Paul Feliot, Emmanuel Vazquez. Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients. 52èmes Journées de Statistique de la SFdS (JdS 2020), May 2021, Nice, France. pp.633-638. ⟨hal-02490981v2⟩
  • Julien Bect, Roman Sueur, Alexis Gérossier, Loïc Mongellaz, Sébastien Petit, et al.. Échantillonnage préférentiel et méta-modèles : méthodes bayésiennes optimale et défensive. 47èmes Journées de Statistique de la SFdS (JdS 2015), Jun 2015, Lille, France. ⟨hal-01163632⟩

Poster communications1 document

  • Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vazquez. Gaussian process model selection for computer experiments. MASCOT PhD student 2020 Meeting, Sep 2020, Grenoble, France. ⟨hal-03018559⟩

Preprints, Working Papers, ...3 documents

  • Sébastien Petit, Julien Bect, Emmanuel Vazquez. Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization. 2022. ⟨hal-03686949⟩
  • Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vazquez. Model parameters in Gaussian process interpolation: an empirical study of selection criteria. 2022. ⟨hal-03285513v2⟩
  • Sébastien Petit, Fabrice Zaoui, Anne-Laure Popelin, Cédric Goeury, Nicole Goutal. Couplage entre indices à base de dérivées et mode adjoint pour l'analyse de sensibilité globale. Application sur le code Mascaret. 2016. ⟨hal-01373535⟩