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Publications

The Redlich–Peterson isotherm for aqueous phase adsorption: Pitfalls in data analysis and interpretation
Chemical Engineering Science, 2024, 285, pp.119573. ⟨10.1016/j.ces.2023.119573⟩

Chu Khim Hoong, Hashim Mohd Ali, Santos Yannice Tatiane da Costa, Debord Jean, Harel Michel, Bollinger Jean-Claude

Topological spaces satisfying a closed graph theorem
Topology and its Applications, 2024, 349, pp.108903. ⟨10.1016/j.topol.2024.108903⟩

Noll Dominikus

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

Variational properties of space-periodic standing waves of nonlinear Schrödinger equations with general nonlinearities
ESAIM: Control, Optimisation and Calculus of Variations, 2024, 30, pp.79. ⟨10.1051/cocv/2024065⟩

Kfoury Perla, Le Coz Stefan

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

Saliency Strikes Back: How Filtering out High Frequencies Improves White-Box Explanations
International Conference on Machine Learning (ICML), Jul 2024, Vienna, Austria. ⟨10.48550/arXiv.2307.09591⟩

Muzellec Sabine, Fel Thomas, Boutin Victor, Andéol Léo, VanRullen Rufin, Serre Thomas

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