DURRANDE - Nicolas
All publications(24)
| 2020
COUV |
Rodolphe Le Riche, Nicolas Garland, Yann Richet, Nicolas Durrande
Multi-fidelity for MDO using Gaussian Processes |
Maths |
| 2019
LECTURE |
Rodolphe Le Riche, Nicolas Durrande
An overview of kriging for researchers |
Maths |
| 2019
UNDEFINED |
Andrés F. López-Lopera, St John, Nicolas Durrande
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints |
Statistiques |
| 2019
UNDEFINED |
Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC |
Informatique Environnements Informatiques pour l'Apprentissage Humain |
| 2019
UNDEFINED |
Andrés F. López-Lopera, Nicolas Durrande, Mauricio A. Álvarez
Physically-Inspired Gaussian Process Models for Post-Transcriptional Regulation in Drosophila |
Informatique/Bio-informatique |
| 2019
COMM |
Andrés F. López-Lopera, John St, Nicolas Durrande
Finite-dimensional Gaussian approximation with linear inequality constraints 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 - 2019 |
Statistiques |
| 2018
ART |
Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant
Finite-dimensional Gaussian approximation with linear inequality constraints SIAM/ASA Journal on Uncertainty Quantification - 2018 |
Statistiques |
| 2018
ART |
Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier
Nested Kriging predictions for datasets with large number of observations Statistics and Computing - 2018 |
Statistiques |
| 2018
UNDEFINED |
Jean-Charles Croix, Nicolas Durrande, Mauricio Alvarez
Bayesian inversion of a diffusion evolution equation with application to Biology |
Maths |
| 2018
ART |
James Hensman, Nicolas Durrande, Arno Solin
Variational Fourier features for Gaussian processes Journal of Machine Learning Research - 2018 |
Informatique/Modélisation et simulation |
| 2017
LECTURE |
Nicolas Durrande, Rodolphe Le Riche
Introduction to Gaussian Process Surrogate Models |
Maths |
| 2017
ART |
N Corrado, Nicolas Durrande, M Gherlone, J Hensman, M Mattone, C. Surace
Single and multiple crack localization in beam-like structures using a Gaussian process regression approach Journal of Vibration and Control - 2017 |
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
REPORT |
Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay
An analytic comparison of regularization methods for Gaussian Processes |
Maths |
| 2017
ART |
Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier
Nested Kriging predictions for datasets with a large number of observations Statistics and Computing - 2017 |
Informatique/Modélisation et simulation |
| 2016
COMM |
Olivier Roustant, Rodolphe Le Riche, Nicolas Durrande
Du tâtonnement aux mathématiques: la décision sous incertitudes Opening talk for the industrial chair in applied mathematics OQUAIDO - 2016 |
Informatique/Modélisation et simulation |
| 2016
ART |
Nicolas Durrande, James Hensman, Magnus Rattray, Neil D. Lawrence
Detecting periodicities with Gaussian processes PeerJ Computer Science - 2016 |
Informatique/Modélisation et simulation |
| 2016
ART |
Nicolas Durrande, James Hensman, Magnus Rattray, Neil D. Lawrence
Gaussian process models for periodicity detection PeerJ Computer Science - 2016 |
Maths |
| 2016
ART |
David Ginsbourger, Olivier Roustant, Nicolas Durrande
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling Journal of Statistical Planning and Inference - 2016 |
Informatique/Modélisation et simulation |
| 2016
COUV |
David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande, Nicolas Lenz
On ANOVA Decompositions of Kernels and Gaussian Random Field Paths |
Informatique/Modélisation et simulation |
| 2015
OTHER |
Yves Deville, David Ginsbourger, Olivier Roustant, Nicolas Durrande
Package 'kergp’ |
Informatique/Modélisation et simulation |
| 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 |
| 2014
COMM |
Nicolas Durrande
Détection de l'apparition de tendances linéaires dans des séries temporelles stationnaires ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision - 2014 |
Informatique/Recherche opérationnelle |
| 2012
COMM |
Nicolas Durrande, Rodolphe Le Riche, Stéphane Avril
MRI sequence denoising using gaussian processes Euromech 534 colloquium on Advanced experimental approaches and inverse problems in tissue biomechanics - 2012 |
Informatique/Modélisation et simulation |