Béatrice Laurent

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 9

Top Topics

Outlier Detection

High Dimensional

Educational Resources

Top Venues

Eng. Appl. Artif. Intell.

J. Mach. Learn. Res.

Publications

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) (2023)
William Todo, Merwann Selmani, Béatrice Laurent, Jean-Michel Loubes
Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder. ICASSP (2023)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. J. Mach. Learn. Res. 24 (2023)
William Todo, Béatrice Laurent, Jean-Michel Loubes, Merwann Selmani
Dimension Reduction for time series with Variational AutoEncoders. CoRR (2022)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. CoRR (2021)
Joseph Lam-Weil, Béatrice Laurent, Jean-Michel Loubes
Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint. CoRR (2020)
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) (2020)
Philippe C. Besse, Brendan Guillouet, Béatrice Laurent
Wikistat 2.0: Educational Resources for Artificial Intelligence. CoRR (2018)
Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa
Transient phenomena prediction using recurrent neural networks. IJCNN (2015)
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 (2014)
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) (2013)
Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems. COLT (2012)
Matthias De Lozzo, Patricia Klotz, Béatrice Laurent
Learning of Spatio-temporal Dynamics in Thermal Engineering. EANN (2012)
Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant
Calculations of Sobol indices for the Gaussian process metamodel. Reliab. Eng. Syst. Saf. 94 (3) (2009)