Publications
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Publications

Minimax Private Estimation of Smooth Optimal-Transport Maps
NeurIPS 2026 - Fortieth Annual Conference on Neural Information Processing Systems, Dec 2026, Sydney, Australia

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

The long-run distribution of regularized learning in non-concave games: A large deviations approach
NeurIPS '26: Proceedings of the 40th International Conference on Neural Information Processing Systems, Dec 2026, Paris, France

Azizian Waïss, Cauvin Pierre-Louis, Iutzeler Franck, Malick Jérôme, Mertikopoulos Panayotis

Complete Upper Bound Hierarchies for Spectral Minimum in Noncommutative Polynomial Optimization
Journal of Mathematical Analysis and Applications, 2026, 563 (1), pp.130794. ⟨10.1016/j.jmaa.2026.130794⟩

Klep Igor, Magron Victor, Volčič Jurij

Efficient Fine-Scale Simulation of Nonlinear Hyperelastic Lattice Structures
Computer Methods in Applied Mechanics and Engineering, 2026, 461, pp.119202

Guillet Clément, Hirschler Thibaut, Jolivet Pierre, Antolin Pablo, Bouclier Robin

An Explainable GNN Framework for Component-Level Anomaly Diagnosis
DX 2026 - 37th International Conference on Principles of Diagnosis and Resilient Systems, Sep 2026, Cork, Ireland. ⟨10.4230/OASIcs.DX.2026.3⟩

Ozgunay Sena, Travé-Massuyès Louise, Loubes Jean-Michel, Ferreira Raul Sena

hicream: A flexible framework to identify significantly different regions in Hi-C data
Bioinformatics, 2026, 42 (9), ⟨10.1093/bioinformatics/btag631⟩

Jorge Elise, Hocking Toby Dylan, Neuvial Pierre, Vialaneix Nathalie, Foissac Sylvain

Swarming by curvature control in arbitrary dimension
Quarterly of Applied Mathematics, 2026, ⟨10.1090/qam/1751⟩

Degond P, Diez A, Frouvelle A

Hybrid connections on Hessian manifolds
Geometriae Dedicata, 2026, 220 (5), pp.58. ⟨10.1007/s10711-026-01112-y⟩

Chéritat Arnaud, Tahar Guillaume

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