Publications
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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

Entropic Fluctuation Theorems for the Spin-Fermion Model
Journal of Mathematical Physics, 2026, 67 (2), ⟨10.1063/5.0311182⟩

Benoist Tristan, Bruneau Laurent, Jaksic Vojkan, Panati Annalisa, Pillet Claude-Alain

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

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

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

Uniform Value and Decidability in Ergodic Blind Stochastic Games
Mathematics of Operations Research, In press, 29 p. ⟨10.48550/arXiv.2405.12583⟩

Chatterjee Krishnendu, Lurie David, Saona Raimundo, Ziliotto Bruno

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