Publications

Token-Efficient Change Detection in LLM APIs

ICML 2026 - 43rd International Conference on Machine Learning, Jul 2026, Seoul (Korea), South Korea

Chauvin Timothee, Lalanne Clément, Le Merrer Erwan, Loubes Jean-Michel, Taïani François, Tredan Gilles

Sparse and Regularized Deconvolutions for Estimating Charge Distribution in Dielectric Materials via PEA

International Conference on Dielectrics (ICD) 2026, Jun 2026, Southampton, United Kingdom

Albukerque N, Baudoin F., Berquez L., Bugarin F., Chhaibi R, Lagnoux A, Le Roy S, Pellegrini C., Segonds S

Mixed integer quadratically constrained quadratic programming for neural network Lipschitz constant computation

European Journal of Operational Research, 2026, 331 (3), pp.916-924. ⟨10.1016/j.ejor.2025.12.019⟩

Couëllan Nicolas, Jan Sophie, Sbihi Mohammed

Study of the behaviour of Nesterov Accelerated Gradient in a non convex setting: the strongly quasar convex case

Optimization, 2026

Hermant Julien, Aujol Jean-François, Dossal Charles, Rondepierre Aude

Overcoming barriers to computational reproducibility

Royal Society Open Science, 2026, 13 (6), ⟨10.1098/rsos.252489⟩

Hornung Roman, Németh László, Zadorozhnyi Oleksandr, Ullmann Theresa, Kammer Michael, Killick Rebecca, Paciorek Christopher, Chiquet Julien, Herrmann Moritz, Batinović Lucija, Carlsson Rickard, Neuvial Pierre, Hejblum Boris, Wrobel Julia, Boulesteix Anne-Laure, Tabelow Karsten

Study of the stationary Stokes system with mixed boundary conditions in non-convex curvilinear polygonal domains

Journal of Mathematical Analysis and Applications, 2026, 558 (1), pp.130395. ⟨10.1016/j.jmaa.2026.130395⟩

Boyer Franck, Fournié Michel, Gajardo Diego, Raymond Jean-Pierre

Learning with Differentially Private Sliced Wasserstein Gradients

Transactions on Machine Learning Research Journal, 2026

Rodríguez-Vítores David, Lalanne Clément, Loubes Jean-Michel

SOSAgro : un consortium dédié au pilotage des élevages adoptant les principes agroécologiques et visant à minimiser le stress oxydant

Innovations Agronomiques, 2026, 113, pp.19-27. ⟨10.17180/ciag-2026-vol113-art03⟩

Domange Céline, Costes-Thiré Morgane, Berthelot Valérie, Maillard Virginie, Elis Sébastien, Maxin Gaëlle, Perruchot Marie-Hélène, Bon Richard, Richard Marie- Madeleine, Fontagné-Dicharry Stéphanie, Collin Anne, Guilloteau Laurence A., Lemosquet Sophie, Dejean Sébastien, Durand Denys, Gondret Florence, Meynadier Annabelle

PINN-based Identification of Spatially Varying Elastic Moduli from Experimental Full-Field Displacement Data

Computer Methods in Applied Mechanics and Engineering, 2026, 455, pp.118874. ⟨10.1016/j.cma.2026.118874⟩

Bouclier Robin, Bonnet-Eymard Romain, Rabineau Evan, Réthoré Julien

Réseaux de neurones informés par la physique pour l'assimilation de données images à la volée

9th CSMA Juniors workshop, CSMA Juniors, May 2026, Île de Porquerolles, France

Bouclier Robin