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Publications

Feature Representation Transferring to Lightweight Models via Perception Coherence
Transactions on Machine Learning Research Journal, 2026

Nguyen Hai-Vy, Gamboa Fabrice, Zhang Sixin, Chhaibi Reda, Gratton Serge, Giaccone Thierry

On one dimensional weighted Poincare inequalities for Global Sensitivity Analysis
Journal of Mathematical Analysis and Applications, 2026, pp.129992. ⟨10.1016/j.jmaa.2025.129992⟩

Heredia David, Joulin Aldéric, Roustant Olivier

Degenerating conic Kähler-Einstein metrics to the normal cone
Geometry and Topology, 2026, 30 (1), pp.247-306. ⟨10.2140/gt.2026.30.247⟩

Biquard Olivier, Guenancia Henri

Apprentissage de Champs de Propriétés Matériaux à partir d’Images et de PINNS
Colloque national MECAMAT 2026 - Images, Mécanique et Matériaux, Jan 2026, Aussois (FR), France

Bouclier Robin, Bonnet-Eymard Romain, Escande Paul

Immersed Isogeometric LaTIn Method for the Efficient Simulation of Composite Microstructures with Multiple Nonlinear Interfaces
"Unfitted Method and Interface Problems" Workshop, Jan 2026, Villars-sur-Ollon, Switzerland

Bouclier Robin

Mapping life's disparity and evolutionary constraints in a geometric complexity space
Science Advances , 2026, 12 (2), pp.eaea6945. ⟨10.1126/sciadv.aea6945⟩

Dera Guillaume, Nardin Elise, Risser Laurent, Albino Marius, Garnier Quentin, Kardacz Marion, Monge-Waleryszak Léa

Long-time behaviour of a multidimensional age-dependent branching process with a singular jump kernel modelling telomere shortening
Electronic Journal of Probability, 2026, 31, ⟨10.1214/25-EJP1469⟩

Olayé Jules, Tomasevic Milica

skwdro: a library for Wasserstein distributionally robust machine learning
Journal of Machine Learning Research, 2026, (Vol. 27), 27, pp.1-7

Vincent Florian, Azizian Waïss, Iutzeler Franck, Malick Jérôme

Développement et validation d'un modèle prédictif de l'Indice de Défavorisation Européen dans le SNDS
Journal of Epidemiology and Population Health, 2026, 74, pp.203330-203330. ⟨10.1016/j.jeph.2026.203330⟩

Demeulemeester Romain, Mounié Michael, Savy Nicolas, Saint-Pierre Philippe, Molinier Laurent, Lamy Sébastien, Delpierre Cyrille, Costa Nadège

Block-Additive Gaussian Processes under Monotonicity Constraints
Statistics and Computing, 2026, 36 (1), pp.42. ⟨10.1007/s11222-025-10791-8⟩

Deronzier Mathis, López-Lopera Andrés F., Bachoc François, Roustant Olivier, Rohmer Jérémy