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2020 – today
- 2023
[j6]Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton:
MMD Aggregated Two-Sample Test. J. Mach. Learn. Res. 24: 194:1-194:81 (2023)- [j5]Anouar Meynaoui
, Amandine Marrel, Béatrice Laurent:
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor. Qual. Reliab. Eng. Int. 39(2): 500-522 (2023) - [c4]William Todo, Merwann Selmani, Béatrice Laurent, Jean-Michel Loubes:
Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder. ICASSP 2023: 1-5 - 2022
- [i4]William Todo, Béatrice Laurent, Jean-Michel Loubes, Merwann Selmani:
Dimension Reduction for time series with Variational AutoEncoders. CoRR abs/2204.11060 (2022) - 2021
- [i3]Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton:
MMD Aggregated Two-Sample Test. CoRR abs/2110.15073 (2021) - 2020
- [j4]Clémentine Barreyre, Béatrice Laurent, Jean-Michel Loubes, Loïc Boussouf, Bertrand Cabon:
Multiple Testing for Outlier Detection in Space Telemetries. IEEE Trans. Big Data 6(3): 443-451 (2020) - [i2]Joseph Lam-Weil, Béatrice Laurent, Jean-Michel Loubes:
Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint. CoRR abs/2002.04254 (2020)
2010 – 2019
- 2018
- [i1]Philippe C. Besse, Brendan Guillouet, Béatrice Laurent:
Wikistat 2.0: Educational Resources for Artificial Intelligence. CoRR abs/1810.02688 (2018) - 2015
- [c3]Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa:
Transient phenomena prediction using recurrent neural networks. IJCNN 2015: 1-8 - 2014
- [j3]Florian Rohart, Magali San Cristobal, Béatrice Laurent:
Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm. Comput. Stat. Data Anal. 80: 209-222 (2014) - 2013
- [j2]Matthias De Lozzo, Patricia Klotz, Béatrice Laurent:
Multilayer perceptron for the learning of spatio-temporal dynamics - application in thermal engineering. Eng. Appl. Artif. Intell. 26(10): 2270-2286 (2013) - 2012
- [c2]Matthias De Lozzo, Patricia Klotz, Béatrice Laurent:
Learning of Spatio-temporal Dynamics in Thermal Engineering. EANN 2012: 213-222 - [c1]Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret:
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems. COLT 2012: 23.1-23.23
2000 – 2009
- 2009
- [j1]Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant:
Calculations of Sobol indices for the Gaussian process metamodel. Reliab. Eng. Syst. Saf. 94(3): 742-751 (2009)
Coauthor Index
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