BAY - Xavier
Toutes les publications (28)
| Date/Type | Titre/URL/journal | Domaines | Notes SJR/Core | Cit. GScholar |
|---|---|---|---|---|
| 2025
ART |
Hassan Maatouk, Didier Rullière, Xavier Bay
Large-scale constrained Gaussian processes for shape-restricted function estimation Statistics and Computing - 2025 |
Statistiques | ||
| 2024
UNDEFINED |
Hassan Maatouk, Didier Rullière, Xavier Bay
Truncated multivariate normal distribution under nonlinear constraints |
Statistiques | ||
| 2024
ART |
Hassan Maatouk, Didier Rullière, Xavier Bay
Sampling large hyperplane-truncated multivariate normal distributions Computational Statistics - 2024 |
Statistiques | ||
| 2024
UNDEFINED |
Hassan Maatouk, Didier Rullière, Xavier Bay
Efficient constrained Gaussian process approximation using elliptical slice sampling |
Statistiques | ||
| 2024
ART |
Hassan Maatouk, Didier Rullière, Xavier Bay
Bayesian analysis of constrained Gaussian processes Bayesian Analysis - 2024 |
Statistiques | ||
| 2024
ART |
Laurence Grammont, Hassan Maatouk, Xavier Bay
Equivalent between constrained optimal smoothing and Bayesian estimation Journal of Nonparametric Statistics - 2024 |
Informatique/Analyse numérique | ||
| 2023
COUV |
Hassan Maatouk, Didier Rullière, Xavier Bay
Large scale Gaussian processes with Matheron's update rule and Karhunen-Loève expansion |
Statistiques | ||
| 2022
ART |
Hassan Maatouk, Xavier Bay, Didier Rullière
A note on simulating hyperplane-truncated multivariate normal distributions Statistics and Probability Letters - 2022 |
Statistiques | ||
| 2022
UNDEFINED |
Laurence Grammont, Xavier Bay, Hassan Maatouk
Optimal Smoothing and Gaussian Processes with noisy data under constraints |
Statistiques | ||
| 2022
COMM |
Rodolphe Le Riche, David Gaudrie, Jhouben Cuesta-Ramirez, Sami Ben Elhaj Salah, Olivier Roustant, Victor Picheny, Nicolas Durrande, Xavier Bay, Julien Bruchon, Nicolas Moulin
A discussion of the current and potential uses of Gaussian Processes in mechanics Journée scientifique de la SF2M: matériau numérique - 2022 |
Informatique/Ingénierie, finance et science | ||
| 2019
ART |
Xavier Bay, Jean-Charles Croix
Karhunen–Loève decomposition of Gaussian measures on Banach spaces Probability and Mathematical Statistics - 2019 |
Informatique/Modélisation et simulation | ||
| 2018
ART |
Hossein Mohammadi, Rodolphe Le Riche, Xavier Bay, Eric Touboul
An analysis of covariance parameters in Gaussian Process-based optimization Croatian Operational Research Review (CRORR) - 2018 |
Informatique/Modélisation et simulation | ||
| 2017
COMM |
Rodolphe Le Riche, Hossein Mohammadi, Nicolas Durrande, Eric Touboul, Xavier Bay
A Comparison of Regularization Methods for Gaussian Processes 2017 SIAM Conference on Optimization - 2017 |
Informatique/Modélisation et simulation | ||
| 2017
UNDEFINED |
Xavier Bay, Jean-Charles Croix
Karhunen-Loève decomposition of Gaussian measures on Banach spaces |
Maths | ||
| 2017
ART |
Xavier Bay, Laurence Grammont, Hassan Maatouk
A new method for interpolating in a convex subset of a Hilbert space Computational Optimization and Applications - 2017 |
Maths | ||
| 2017
REPORT |
Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay
An analytic comparison of regularization methods for Gaussian Processes |
Statistiques | ||
| 2017
ART |
Hassan Maatouk, Xavier Bay
Gaussian process emulators for computer experiments with inequality constraints Mathematical Geosciences - 2017 |
Statistiques | ||
| 2016
COUV |
Hassan Maatouk, Xavier Bay
A new rejection sampling method for truncated multivariate Gaussian random variables restricted to convex sets |
Maths | ||
| 2016
ART |
Xavier Bay, Laurence Grammont, Hassan Maatouk
Generalization of the Kimeldorf-Wahba correspondence for constrained interpolation Electronic Journal of Statistics - 2016 |
Statistiques | ||
| 2015
POSTER |
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay, Nicolas Durrande
An Analytic Comparison of Regularization Methods for Gaussian Processes |
Informatique/Modélisation et simulation | ||
| 2015
COMM |
José Blancarte, Murin Valérie, Mireille Batton-Hubert, Xavier Bay, Marie-Agnès Girard
Integrating industrial energy consumption as short-term demand response resources 4th Annual International Conference on Sustainable Energy and Environmental Sciences (SEES 2015) - 2015 |
Informatique/Modélisation et simulation | ||
| 2015
COUV |
José Blancarte, Mireille Batton-Hubert, Xavier Bay, Marie-Agnès Girard, Anne Grau
Short Term Load Forecasting in the Industry for Establishing Consumption Baselines: A French Case |
Informatique/Modélisation et simulation | ||
| 2014
COMM |
Hassan Maatouk, Xavier Bay, L. Grammont
Simulation of Gaussian processes with interpolation and inequality constraints - A correspondence with optimal smoothing splines GRF - Sim workshop : Simulation of Gaussian and related Random Fields - 2014 |
Informatique/Modélisation et simulation | ||
| 2014
COMM |
Hassan Maatouk, Xavier Bay
A new rejection sampling method for truncated multivariate Gaussian random variables Eleventh International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing - 2014 |
Informatique/Modélisation et simulation | ||
| 2013
COMM |
José Blancarte, Andrés Rodríguez, Mireille Batton-Hubert, Anne Grau, Xavier Bay
Transposing Energy Consumption Analysis and Forecasting Tools from the Industrial Site to the Equipment Level NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013 |
Informatique/Modélisation et simulation | ||
| 2013
COMM |
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay
On regularization techniques in statistical learning by Gaussian processes NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013 |
Informatique/Modélisation et simulation | ||
| 2013
COMM |
Derrick Fongang Fongang, Rodolphe Le Riche, Xavier Bay
Product family optimization: a multiplatform algorithm based on iterative increase of the commonality Quatorzième congrès annuel de la Société Française de recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013) - 2013 |
Informatique/Modélisation et simulation | ||
| 2012
ART |
Bertrand Gauthier, Xavier Bay
Spectral approach for kernel-based interpolation Annales de la Faculté des Sciences de Toulouse. Mathématiques. - 2012 |
Statistiques |