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More powerful HSIC-based independence tests, extension to space-filling designs and functional data

Mohamed Reda El Amri , Amandine Marrel
Preprints, Working Papers, ... cea-03406956v1

Bayesian Optimization Under Uncertainty for Chance Constrained Problems

Mohamed Reda El Amri , Christophette Blanchet-Scalliet , Celine Helbert , Rodolphe Le Riche
PGMO Days 2019, Dec 2019, Palaiseau, France
Conference papers emse-02351011v1

Optimization under uncertainties by composing sampling and optimization with Bayesian algorithms

Rodolphe Le Riche , Janis Janusevskis , Mohamed Reda El Amri , Celine Helbert , Christophette Blanchet-Scalliet
 Model Uncertainty in Risk Management, Jan 2020, Paris, France
Conference papers hal-03052489v1
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Multilevel Surrogate-based Control Variates

Mohamed Reda El Amri , Paul Mycek , Sophie Ricci , Matthias De Lozzo
Preprints, Working Papers, ... hal-04129561v1
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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
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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
Preprints, Working Papers, ... hal-02986558v5

Sampling Criteria for Constrained Bayesian Optimization under Uncertainty

Julien Pelamatti , Mohamed Reda El Amri , Rodolphe Le Riche , Christophette Blanchet-Scalliet , Céline Helbert
Hybrid Conference: 2022 SIAM Conference on Uncertainty Quantification, Apr 2022, Atlanta, United States
Conference papers emse-03657435v1