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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

Impact of the horizontal gene transfer on the evolutionary equilibria of a population
Mathematical Models and Methods in Applied Sciences, 2024, 34 (05), pp.951-991. ⟨10.1142/S0218202524500192⟩

Gárriz Alejandro, Léculier Alexis, Mirrahimi Sepideh

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

Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
Electronic Journal of Statistics , 2024, 18 (2), pp.2721-2770. ⟨10.1214/24-EJS2268⟩

Il Idrissi Marouane, Bousquet Nicolas, Gamboa Fabrice, Iooss Bertrand, Loubes Jean-Michel

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

Sharp bounds on Helmholtz impedance-to-impedance maps and application to overlapping domain decomposition
Pure and Applied Analysis, 2023, 5 (4), pp.927-972. ⟨10.2140/paa.2023.5.927⟩

Lafontaine David, Spence Euan A

Topological travelling waves of a macroscopic swarmalator model in confined geometries
Acta Applicandae Mathematicae, 2023, 188, pp.18. ⟨10.1007/s10440-023-00628-9⟩

Degond P, Diez A