Concepedia

Nicolas Durrande

ND

16

Publications

504

Citations

13

H-Index

2011

Active since

Affiliations

Mines Saint-Étienne(Current)

Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes

University of Sheffield

University of Bern

Laboratoire Génie Industriel

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

Top concepts

EngineeringData ScienceStatistical InferenceStatisticsFunctional Data AnalysisComputer ScienceInverse ProblemsMachine LearningUncertainty QuantificationDeep Learning

Publications per year

2011–2020

16

Publications

16

Variational Fourier features for Gaussian processes

James Hensman, Nicolas Durrande, Arno Solin · Aaltodoc (Aalto University) · 2016 · 97 citations · Full text

Dirichlet Form, Sparse Representation, Machine Vision +14

Finite-dimensional Gaussian approximation with linear inequality\n constraints

Andrés F. López-Lopera, François Bachoc, Nicolas Durrande et al. · arXiv (Cornell University) · 2017 · 74 citations · Full text

ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis

Nicolas Durrande, David Ginsbourger, Olivier Roustant et al. · Journal of Multivariate Analysis · 2012 · 65 citations · Full text

Model-based Sensitivity Analysis, Engineering, Robust Modeling +10

Nested Kriging predictions for datasets with a large number of observations

Didier Rullière, Nicolas Durrande, François Bachoc et al. · Statistics and Computing · 2017 · 52 citations · Full text

Large Number, Machine Learning, Data Science +14

Detecting periodicities with Gaussian processes

Nicolas Durrande, James Hensman, Magnus Rattray et al. · PeerJ Computer Science · 2016 · 38 citations · Full text

Engineering, Gaussian Process Toolkit, Statistical Signal Processing +16

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