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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

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

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

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

Protocol to explore olfactory placode morphogenesis using an agent-based model
STAR Protocols, 2026, 7 (2), pp.104457. ⟨10.1016/j.xpro.2026.104457⟩

Demont Vincent, Letort Gaëlle, Sanchez David, Batut Julie

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

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

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