Publications

Strong stabilization of damped nonlinear Schrödinger equation with saturation on unbounded domains

Journal of Mathematical Analysis and Applications, 2024, 538 (1), pp.128329. ⟨10.1016/j.jmaa.2024.128329⟩

Bégout Pascal, Díaz Jesús Ildefonso

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

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

Conjugated linoleic acid (CLA) modulates bovine peripheral blood mononuclear cells (PBMC) proteome in vitro

Journal of Proteomics, 2024, 304, pp.105232. ⟨10.1016/j.jprot.2024.105232⟩

Ávila G., Ceciliani F., Viala D., Dejean S., Sala G., Lecchi C., Bonnet Muriel

Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signals

Expert Systems with Applications, In press, pp.124682. ⟨10.1016/j.eswa.2024.124682⟩

Gonzàlez Thomas, Blais Antoine, Couëllan Nicolas, Ruiz Christian

Diversity-Preserving K-Armed Bandits, Revisited

Transactions on Machine Learning Research Journal, 2024, July

Hadiji Hédi, Gerchinovitz Sébastien, Loubes Jean-Michel, Stoltz Gilles

Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction

Reliability Engineering and System Safety, 2024, 247, pp.110120. ⟨10.1016/j.ress.2024.110120⟩

Marrel Amandine, Iooss Bertrand

What is the long-run distribution of stochastic gradient descent? A large deviations analysis

ICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria. pp.1-70

Azizian Waïss, Iutzeler Franck, Malick Jérôme, Mertikopoulos Panayotis

Proportional marginal effects for global sensitivity analysis

SIAM/ASA Journal on Uncertainty Quantification, 2024, 12 (2), pp.667-692. ⟨10.1137/22M153032X⟩

Herin Margot, Il Idrissi Marouane, Chabridon Vincent, Iooss Bertrand

Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2024, Seattle, United States. pp.3574-3584

Mossina Luca, Dalmau Joseba, Andéol Léo