Publications

Symmetry reduction and recovery of trajectories of optimal control problems via measure relaxations

ESAIM: Control, Optimisation and Calculus of Variations, 2024, 30, pp.63. ⟨10.1051/cocv/2024053⟩

Augier Nicolas, Henrion Didier, Korda Milan, Magron Victor

On the Concentration of the Minimizers of Empirical Risks

Journal of Machine Learning Research, 2024, 25 (251), pp.1-53

Escande Paul

The local limit theorem for complex valued sequences: the parabolic case

Comptes Rendus. Mathématique, In press

Coulombel Jean-François, Faye Grégory

A time-dependent subgraph-capacity model for multiple shortest paths and application to CO2/contrail-safe aircraft trajectories

SN Operations Research Forum, 2024, 5 (3), pp.71. ⟨10.1007/s43069-024-00347-3⟩

Demouge Céline, Mongeau Marcel, Couellan Nicolas, Delahaye Daniel

Peptidomics analysis of in vitro digested wheat breads: Effect of genotype and environment on protein digestibility and release of celiac disease and wheat allergy related epitopes

Food Chemistry, 2024, 448, pp.139148. ⟨10.1016/j.foodchem.2024.139148⟩

Lavoignat Mélanie, Juhász Angéla, Bose Utpal, Sayd Thierry, Chambon Christophe, Ribeiro Miguel, Igrejas Gilberto, Déjean Sébastien, Ravel Catherine, Bancel Emmanuelle

Reduction of the Shallow Water System by an Error Aware POD-Neural Network Method: Application to Floodplain Dynamics

Computer Methods in Applied Mechanics and Engineering, 2024, 428, pp.117094. ⟨10.1016/j.cma.2024.117094⟩

Allabou Mustapha, Bouclier Robin, Garambois Pierre-André, Monnier Jerome

The loss landscape of deep linear neural networks: a second-order analysis

Journal of Machine Learning Research, 2024, 25 (242), pp.1-76

Achour El Mehdi, Malgouyres François, Gerchinovitz Sébastien

Trace polynomial optimization with applications in quantum information

Workshop on Semidefinite and Polynomial Optimization, Aug 2024, Amsterdam (Hollande), Netherlands

Magron Victor

Traditions du Livre des hypothèses

Classiques Garnier, 2024, 978-2-406-17137-9. ⟨10.48611/isbn.978-2-406-17139-3⟩

Loizelet Guillaume

On the Feasibility of EASA Learning Assurance Objectives for Machine Learning Components

ERTS 2024, Jun 2024, Toulouse, France

de Grancey Florence, Gerchinovitz Sébastien, Alecu Lucian, Bonnin Hugues, Dalmau Joseba, Delmas Kevin, Mamalet Franck