Publications

Aggregate Models, Not Explanations: Improving Feature Importance Estimation

ICML 2026 - International Conference on Machine Learning, Jul 2026, Seoul, South Korea

Paillard Joseph, Lobo Angel Reyero, Engemann Denis A, Thirion Bertrand

Towards Unconditional Uncloneable Encryption

Quantum, 2026, 10, pp.2157. ⟨10.22331/q-2026-07-08-2157⟩

Botteron Pierre, Broadbent Anne, Culf Eric, Nechita Ion, Pellegrini Clément, Rochette Denis

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

A Flight-Centric Decision Support Framework for Tactical Airspace Congestion Mitigation under Multi-Scale Traffic Volume Constraints

ATRDS Symposium, Eurocontrol FAA, Jun 2026, Delft (Netherlands), France

Yang Huijuan, Delahaye Daniel, Ma Chunyao, Alam Sameer

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

Learning with Differentially Private Sliced Wasserstein Gradients

Transactions on Machine Learning Research , 2026

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

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