Learning hidden constraints using a Stepwise Uncertainty Reduction strategy with Gaussian Process Classifiers
Morgane Menz
,
Miguel Munoz Zuniga
,
Delphine Sinoquet
Optimization days 2022 , May 2022, Montréal, Canada
Conference papers
hal-03688224v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
The ICSCREAM methodology: identification of penalizing configurations in computer experiments using screening and metamodel applications in thermal-hydraulics
Amandine Marrel
,
Bertrand Iooss
,
Vincent Chabridon
UQ22 - SIAM Conference on Uncertainty Quantification , SIAM, Apr 2022, Atlanta, United States
Conference papers
cea-03700747v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total
Gabriel Sarazin
,
Amandine Marrel
,
Sébastien da Veiga
,
Vincent Chabridon
53èmes Journées de Statistique de la SFdS , Société Française de Statistique (SFdS); Université Claude Bernard Lyon 1, Jun 2022, Lyon, France
Conference papers
cea-03701170v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Learning functions defined over sets of vectors with kernel methods
Babacar Sow
,
Rodolphe Le Riche
,
Sanaa Zannane
,
Julien Pelamatti
,
Merlin Keller
et al.
MASCOT-NUM2023 , Apr 2023, LE CROISIC, France
Conference poster
hal-04102275v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Learning hidden constraints using a Stepwise Uncertainty Reduction strategy based on Gaussian Process Classifiers
Morgane Menz
,
Miguel Munoz-Zuniga
,
Delphine Sinoquet
2022
Preprints, Working Papers, ...
hal-03848238v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Reliability-based inversion: Stepwise uncertainty reduction strategies?
Romain Ait Abdelmalek-Lomenech
,
Julien Bect
,
Emmanuel Vazquez
SIAM Conference on Uncertainty Quantification (UQ22) , Apr 2022, Atlanta, United States
Conference papers
hal-03694921v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
What is hidden behind the Sobolev kernels involved in the HSIC-ANOVA decomposition?
Gabriel Sarazin
,
Amandine Marrel
,
Sébastien da Veiga
,
Vincent Chabridon
2022 SAMO Conference - 10th International Conference on Sensitivity Analysis of Model Output , Florida State University, Mar 2022, Tallahassee, United States
Conference papers
cea-03701074v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Gaussian Processes Indexed by Clouds of Points: a study Babacar SOW (EMSE, LIMOS), Rodolphe LE RICHE (CNRS, LIMOS)
Babacar Sow
,
Rodolphe Le Riche
,
Julien Pelamatti
,
Sanaa Zannane
,
Merlin Keller
et al.
MASCOT-NUM , Jun 2022, Clermont Ferrand, France
Conference poster
emse-03720276v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Learning hidden constraints with gaussian process classifiers in the context optimization context
Morgane Menz
,
Miguel Munoz Munoz Zuniga
,
Delphine Sinoquet
SIAM Conference on Computational Science and Engineering (CSE23) , Feb 2023, Amsterdam, Netherlands
Conference papers
hal-04048376v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
The ICSCREAM methodology: Identification of penalizing configurations in computer experiments using screening and metamodel -- Applications in thermal-hydraulics
A. Marrel
,
Bertrand Iooss
,
V Chabridon
Journal articles
hal-02535146v4
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More
Sequential Bayesian inversion of black-box functions in presence of uncertainties
Romain Ait Abdelmalek-Lomenech
,
Julien Bect
,
Emmanuel Vazquez
MASCOT-NUM 2022 , Jun 2022, Clermont-Ferrand, France.
Conference poster
hal-03694867v1
Actions
Share
Gmail
Facebook
Twitter
LinkedIn
More