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HM
Hassan Maatouk
14
Documents
Identifiants chercheurs
- hassan-maatouk
- IdRef : 191737860
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Cross-validation estimations of hyper-parameters of Gaussian processes with inequality constraintsSpatial Statistics 2015: Emerging Patterns committee, Jun 2015, Avignon, France. pp.38-44, ⟨10.1016/j.proenv.2015.07.105⟩
Communication dans un congrès
hal-01539509v1
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Large scale Gaussian processes with Matheron's update rule and Karhunen-Loève expansionA. Hinrichs, P. Kritzer, F. Pillichshammer (eds.). Monte Carlo and Quasi-Monte Carlo Methods 2022. Springer Verlag, In press
Chapitre d'ouvrage
hal-03909542v2
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A new rejection sampling method for truncated multivariate Gaussian random variables restricted to convex setsRonald Cools and Dirk Nuyens. Monte Carlo and Quasi-Monte Carlo Methods, 163, Springer International Publishing, pp.521-530, 2016, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-3-319-33507-0_27⟩
Chapitre d'ouvrage
hal-01063978v1
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Efficient constrained Gaussian process approximation using elliptical slice sampling2024
Pré-publication, Document de travail
hal-04496474v1
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Large-scale constrained Gaussian processes for shape-restricted function estimation2024
Pré-publication, Document de travail
hal-04348962v2
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Equivalent between constrained optimal smoothing and Bayesian estimation2023
Pré-publication, Document de travail
hal-03282857v2
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Optimal Smoothing and Gaussian Processes with noisy data under constraints2022
Pré-publication, Document de travail
hal-03625227v1
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Estimation de la courbe d'actualisation par krigeage sous contraintes2016
Pré-publication, Document de travail
hal-01422365v1
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