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Structure: Internal structure identifier : 193738
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Kernel-based sensitivity analysis on excursion sets

Christophette Blanchet-Scalliet , Noé Fellmann , Céline Helbert , Adrien Spagnol , Delphine Sinoquet
MASCOT-NUM2023, Apr 2023, Le Croisic, France
Conference poster hal-04098720v1
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Detection of Similar Successive Groups in a Model with Diverging Number of Variable Groups

Gabriela Ciuperca , Matúš Maciak , Francois Wahl
Sequential Analysis, 2020, 39 (1), pp.92-114. ⟨10.1080/07474946.2020.1726687⟩
Journal articles hal-02892794v1
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Interpretable Dual Sparse Partial Least Squares (DS-PLS) regression; Application to NMR/NIR petroleum data sets

Louna Alsouki , Francois Wahl , Laurent Duval , Clément Marteau , Rami El-Haddad
e-CHIMIOMETRIE 2021, Feb 2021, En ligne, France
Conference papers hal-03167897v1
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Measuring the quality of maximin space-filling designs

Francois Wahl , Cécile Mercadier , Céline Helbert
2014
Preprints, Working Papers, ... hal-00955294v2
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Dual-sPLS : a Family of Dual Sparse Partial Least Squares Regressions for Feature Selection and Prediction with Tunable Sparsity; Evaluation on Simulated and Near-Infrared (NIR) Data

Louna Alsouki , Laurent Duval , Clément Marteau , Rami El Haddad , François Wahl
Chemometrics and Intelligent Laboratory Systems, 2023, 237, pp.104813. ⟨10.1016/j.chemolab.2023.104813⟩
Journal articles hal-04127738v1
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A SUR version of the Bichon criterion for excursion set estimation

Clément Duhamel , Clémentine Prieur , Céline Helbert , Miguel Munoz Zuniga , Delphine Sinoquet
Mascot Num 2022 -Annual GdR meeting, Jun 2022, Clermont-Ferrand, France. pp.1-1
Conference poster hal-03806245v1
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Feasible set estimation under functional uncertainty by Gaussian Process modelling

Mohamed Reda El Amri , Céline Helbert , Miguel Munoz Zuniga , Clémentine Prieur , Delphine Sinoquet
2021
Preprints, Working Papers, ... hal-02986558v5

Detection of similar successive groups in a model with diverging number of variable groups

Gabriela Ciuperca , Matus Maciak , Francois Wahl
2019
Preprints, Working Papers, ... hal-02136412v1
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Chair in applied mathematics OQUAIDO Activity report

Olivier Roustant , Rodolphe Le Riche , Josselin Garnier , David Ginsbourger , Yves Deville , et al.
[Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Safran Tech; Storengy; CNRS; Université Grenoble - Alpes; Université Nice - Sophia Antipolis; Université Toulouse 3 (Paul Sabatier). 2021
Reports hal-03217277v2
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A SUR version of the Bichon criterion for excursion set estimation

Clément Duhamel , Céline Helbert , Miguel Munoz Zuniga , Clémentine Prieur , Delphine Sinoquet
Statistics and Computing, 2023, 33 (2), pp.41. ⟨10.1007/s11222-023-10208-4⟩
Journal articles hal-03780559v2
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Simplex Regression: Multivariable parametric regression under shape constraints

François Wahl , Thibault Espinasse
2018
Preprints, Working Papers, ... hal-01262601v4
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A generalized method for Sparse Partial Least Squares (Dual-SPLS): theory and applications

Louna Alsouki , Francois Wahl , Laurent Duval , Clément Marteau , Rami El-Haddad
jds2021 : JDS 2021 : 52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France
Conference papers hal-03167984v1
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Kernel-based sensitivity analysis for (excursion) sets

Noé Fellmann , Christophette Blanchet-Scalliet , Céline Helbert , Adrien Spagnol , Delphine Sinoquet
2023
Preprints, Working Papers, ... hal-04094561v3
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Polynomial regression under shape constraints

Francois Wahl , T Espinasse
2014
Preprints, Working Papers, ... hal-01073514v2
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ComPASS: a tool for distributed parallel finite volume discretizations on general unstructured polyhedral meshes

Eric Dalissier , Cindy Guichard , Pascal Have , Roland Masson , Chang Yang
ESAIM: Proceedings, 2013, CEMRACS 2012, 43, pp.147-163. ⟨10.1051/proc/201343010⟩
Journal articles hal-00781235v2

A standardized distance-based index to assess the quality of space-filling designs

François Wahl , Cécile Mercadier , Céline Helbert
Statistics and Computing, 2017, 27 (2), pp.319 - 329. ⟨10.1007/s11222-015-9624-z⟩
Journal articles hal-01804865v1
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Data-driven Stochastic Inversion via Functional Quantization

Mohamed Reda El Amri , Céline Helbert , Olivier Lepreux , Miguel Munoz Zuniga , Clémentine Prieur , et al.
Statistics and Computing, 2020, 30 (3), pp.525-541. ⟨10.1007/s11222-019-09888-8⟩
Journal articles hal-01704189v3