Béatrice Laurent

According to our database, Béatrice Laurent authored at least 13 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor.

Anouar Meynaoui, Amandine Marrel, Béatrice Laurent

Qual. Reliab. Eng. Int., March, 2023

MMD Aggregated Two-Sample Test.

Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton

J. Mach. Learn. Res., 2023

Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder.

William Todo, Merwann Selmani, Béatrice Laurent, Jean-Michel Loubes

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Dimension Reduction for time series with Variational AutoEncoders.

William Todo, Béatrice Laurent, Jean-Michel Loubes, Merwann Selmani

CoRR, 2022

2020

Multiple Testing for Outlier Detection in Space Telemetries.

Clémentine Barreyre, Béatrice Laurent, Jean-Michel Loubes, Loïc Boussouf, Bertrand Cabon

IEEE Trans. Big Data, 2020

Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint.

Joseph Lam-Weil, Béatrice Laurent, Jean-Michel Loubes

CoRR, 2020

2018

Wikistat 2.0: Educational Resources for Artificial Intelligence.

Philippe C. Besse, Brendan Guillouet, Béatrice Laurent

CoRR, 2018

2015

Transient phenomena prediction using recurrent neural networks.

Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm.

Florian Rohart, Magali San Cristobal, Béatrice Laurent

Comput. Stat. Data Anal., 2014

2013

Multilayer perceptron for the learning of spatio-temporal dynamics - application in thermal engineering.

Matthias De Lozzo, Patricia Klotz, Béatrice Laurent

Eng. Appl. Artif. Intell., 2013

2012

Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems.

Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret

Proceedings of the COLT 2012, 2012

Learning of Spatio-temporal Dynamics in Thermal Engineering.

Matthias De Lozzo, Patricia Klotz, Béatrice Laurent

Proceedings of the Engineering Applications of Neural Networks, 2012

2009

Calculations of Sobol indices for the Gaussian process metamodel.

Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant

Reliab. Eng. Syst. Saf., 2009