Publications of Sébastien Marmin
2018
| Warped Gaussian processes and derivative-based sequential design for functions with heterogeneous variations, , , and , in: SIAM/ASA Journal on Uncertainty Quantification, 6(3):991-1018, 2018 |
2017
| Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling, , , and , in: Wavelets and Sparsity XVII, pages 1039421, International Society for Optics and Photonics, 2017 |
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| Planification adaptative d'expériences numériques par paquets en contexte non stationnaire pour une étude de fissuration mécanique, , , , and , in: 23eme Congres Francais de Mecanique, 28 aout - 1er septembre 2017, Lille, France (FR), AFM, 2017 |
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2015
| Differentiating the Multipoint Expected Improvement for Optimal Batch Design, , and , in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015 |
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