Publications

Exposing the Illusion of Fairness: Auditing Vulnerabilities to Distributional Manipulation Attacks

ECML PKDD 2026 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2026, Naples, Italy

Lafargue Valentin, Monteiro Adriana Laurindo, Claeys Emmanuelle, Risser Laurent, Loubes Jean-Michel

image2iga: A JIT-compiled Python framework for image-to-isogeometric analysis via spline template fitting

SoftwareX, 2026, 35, pp.102786. ⟨10.1016/j.softx.2026.102786⟩

Bichet Dorian, Passieux Jean-Charles, Périé Jean-Noël, Bouclier Robin

METAMATH: an ecological and innovating tool to assess mathematical metacognition in primary school

12th EARLI SIG 16. Metacognition and Self-Regulated Learning conference: Learning, Teaching and Training: Realising Potential Throughout Life, European Association for Research on Learning and …

Bourgeois Martin, Rossi Sandrine, Guilbert Odran, Garnier Milène, Lehéron Clémentine, Mortier Arnaud, Lanoë Céline, Lubin Amélie

Landscape k -complexity of isotropic centered Gaussian fields

Statistics and Probability Letters, 2026, 235, pp.110741. ⟨10.1016/j.spl.2026.110741⟩

Azaïs Jean-Marc, Delmas Céline

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

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

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

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