Nicolas Durrande - Concepedia

Author

Nicolas Durrande

Mines Saint-Étienne

Also Known As

DURRANDE, Nicolas, Durrande, N., Durrande, Nicolas, N Durrande, N. Durrande, Nicolas Durr, Nicolas Durrande

Publications

682

Citations

H-Index

Concepts

All Affiliations

Mines Saint-Étienne Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes University of Sheffield University of Bern Laboratoire Génie Industriel

About

Nicolas Durrande is an author at Mines Saint-Étienne specializing in engineering, statistical inference, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	360
2	Public Health	2	2	54
3	Civil Engineering	2	2	34
4	Management	1	1	52
5	Biostatistics	1	1	38

Nicolas Durrande

Publications

504

Citations

H-Index

Page 1

	Year	Citations
Variational Fourier features for Gaussian processes James Hensman, Nicolas Durrande, Arno Solin Aaltodoc (Aalto University) Dirichlet FormSparse RepresentationMachine VisionMachine LearningData Science	2016	97
Finite-dimensional Gaussian approximation with linear inequality\n constraints Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, arXiv (Cornell University)	2017	74
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis Nicolas Durrande, David Ginsbourger, Olivier Roustant, Journal of Multivariate Analysis Model-based Sensitivity AnalysisEngineeringRobust ModelingUncertainty QuantificationAnova Kernels	2012	65
Nested Kriging predictions for datasets with a large number of observations Didier Rullière, Nicolas Durrande, François Bachoc, Statistics and Computing Large NumberMachine LearningData ScienceData MiningKriging Predictions	2017	52
Detecting periodicities with Gaussian processes Nicolas Durrande, James Hensman, Magnus Rattray, PeerJ Computer Science EngineeringGaussian Process ToolkitStatistical Signal ProcessingData ScienceStochastic Processes	2016	38
Distance-based kriging relying on proxy simulations for inverse conditioning David Ginsbourger, Bastien Rosspopoff, Guillaume Pirot, Advances in Water Resources Stochastic OptimizationUncertainty QuantificationInverse ProblemsMarkov Chain Monte CarloSequential Monte Carlo	2012	30
Single and multiple crack localization in beam-like structures using a Gaussian process regression approach N. Corrado, Nicolas Durrande, Marco Gherlone, Journal of Vibration and Control EngineeringMechanical EngineeringMultiple Crack LocalizationLocalizationStructural Engineering	2017	21
An analytic comparison of regularization methods for Gaussian Processes Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, arXiv (Cornell University) Mathematical ProgrammingRedundant PointsEngineeringAnalytic ComparisonHigh-dimensional Method	2016	18
Additive Covariance kernels for high-dimensional Gaussian Process modeling Nicolas Durrande, David Ginsbourger, Olivier Roustant Annales de la faculté des sciences de Toulouse Mathématiques	2012	17
Sparse Gaussian Processes with Spherical Harmonic Features Vincent Dutordoir, Nicolas Durrande, James Hensman arXiv (Cornell University) Sparse GpsEngineeringMachine LearningHarmonic SpaceData Science	2020	16

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