Publications

Transport-based Counterfactual Models

Journal of Machine Learning Research, 2024, 25 (136), pp.1-59. ⟨10.1145/3351095.3372845⟩

de Lara Lucas, González-Sanz Alberto, Asher Nicholas, Risser Laurent, Loubes Jean-Michel

Universality of free random variables: Atoms for non-commutative rational functions

Advances in Mathematics, 2024, 443, pp.109595. ⟨10.1016/j.aim.2024.109595⟩

Arizmendi Octavio, Cébron Guillaume, Speicher Roland, Yin Sheng

Variational autoencoder with weighted samples for high dimensional non-parametric adaptive importance sampling

Transactions on Machine Learning Research Journal, 2024

Demange-Chryst Julien, Bachoc François, Morio Jérôme, Krauth Timothé

Integrative multi-omics analysis of genomic, epigenomic, and metabolomics data leads to new insights for <span style="font-variant:small-caps;">Attention-Deficit</span> /Hyperactivity Disorder

American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 2024, 195, pp.e32955. ⟨10.1002/ajmg.b.32955⟩

Hubers Nikki, Hagenbeek Fiona A., Pool René, Déjean Sébastien, Harms Amy C., Roetman Peter J., van Beijsterveldt Catharina E. M., Fanos Vassilios, Ehli Erik A., Vermeiren Robert R. J. M., Bartels Meike, Hottenga Jouke Jan, Hankemeier Thomas, van Dongen Jenny, Boomsma Dorret I.

Well-posedness and stability analysis of a landscape evolution model

Journal of Nonlinear Science, 2024, 34, pp.20. ⟨10.1007/s00332-023-09997-9⟩

Binard Julie, Degond Pierre, Noble Pascal

Quantitative Rigidity of Differential Inclusions in Two Dimensions

International Mathematics Research Notices, 2024, 2024 (8), pp. 6325-6349. ⟨10.1093/imrn/rnad108⟩

Lamy Xavier, Lorent Andrew, Peng Guanying

Generation of value function data for bilevel optimal control and application to hybrid electric vehicle

Thematic Einstein Semester conference on Mathematical Optimization for Machine Learning, Sep 2023, Berlin, Germany

Cots Olivier, Dutto Rémy, Jan Sophie, Laporte Serge

Random matrices and random graphs

Journées MAS 2020 - Random Modelization and Physics, Aug 2021, Orléans-Tours, France. pp.137-157, ⟨10.1051/proc/202374137⟩

Capitaine Mireille, Coste Simon, Gabriel Franck, Maillard Pascal, Mailler Cécile