Béatrice Laurent

14 papers A* 1B 1C 1Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2023 Misc conf
Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder.
ICASSP
William Todo, Merwann Selmani, Béatrice Laurent, Jean-Michel Loubes
2023 J jnl
MMD Aggregated Two-Sample Test.
J. Mach. Learn. Res.
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
2023 J jnl
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor.
Qual. Reliab. Eng. Int.
Anouar Meynaoui, Amandine Marrel, Béatrice Laurent
2022 J jnl
Dimension Reduction for time series with Variational AutoEncoders.
CoRR
William Todo, Béatrice Laurent, Jean-Michel Loubes, Merwann Selmani
2021 J jnl
MMD Aggregated Two-Sample Test.
CoRR
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
2020 J jnl
Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint.
CoRR
Joseph Lam-Weil, Béatrice Laurent, Jean-Michel Loubes
2020 J jnl
Multiple Testing for Outlier Detection in Space Telemetries.
IEEE Trans. Big Data
Clémentine Barreyre, Béatrice Laurent, Jean-Michel Loubes, Loïc Boussouf, Bertrand Cabon
2018 J jnl
Wikistat 2.0: Educational Resources for Artificial Intelligence.
CoRR
Philippe C. Besse, Brendan Guillouet, Béatrice Laurent
2015 B conf
Transient phenomena prediction using recurrent neural networks.
IJCNN
Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa
2014 J jnl
Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm.
Comput. Stat. Data Anal.
Florian Rohart, Magali San Cristobal, Béatrice Laurent
2013 J jnl
Multilayer perceptron for the learning of spatio-temporal dynamics - application in thermal engineering.
Eng. Appl. Artif. Intell.
Matthias De Lozzo, Patricia Klotz, Béatrice Laurent
2012 A* conf
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems.
COLT
Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret
2012 C conf
Learning of Spatio-temporal Dynamics in Thermal Engineering.
EANN
Matthias De Lozzo, Patricia Klotz, Béatrice Laurent
2009 J jnl
Calculations of Sobol indices for the Gaussian process metamodel.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant