BAY - Xavier

All publications(26)
Date/Type Titre/URL/journal Domaines Notes SJR/Core Cit. GScholar
2023
UNDEFINED
Hassan Maatouk, Didier Rullière, Xavier Bay
Large-scale constrained Gaussian processes for shape-restricted function estimation
Statistiques
2023
ART
Hassan Maatouk, Didier Rullière, Xavier Bay
Sampling large hyperplane-truncated multivariate normal distributions
Computational Statistics - 2023
Statistiques
2023
UNDEFINED
Hassan Maatouk, Didier Rullière, Xavier Bay
Bayesian analysis of constrained Gaussian processes
Statistiques
2023
UNDEFINED
Laurence Grammont, Hassan Maatouk, Xavier Bay
Equivalent between constrained optimal smoothing and Bayesian estimation
Statistiques
2023
COUV
Hassan Maatouk, Didier Rullière, Xavier Bay
Large scale Gaussian processes with Matheron's update rule and Karhunen-Loève expansion
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
Maths
2022
ART
Hassan Maatouk, Xavier Bay, Didier Rullière
A note on simulating hyperplane-truncated multivariate normal distributions
Statistics and Probability Letters - 2022
Statistiques
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
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
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
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