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Publications

Optimising Test Sequences for Robust Material Identification in Composite Laminates
ECCM21 - 21st European Conference on Composite Materials, Jul 2024, Nantes, France

Guerder Marie, Bouclier Robin, Passieux Jean-Charles, Périé Jean-Noël, Barriere Ludovic

Algebra of Nonlocal Boxes and the Collapse of Communication Complexity
Quantum, 2024, 8, pp.1402. ⟨10.22331/q-2024-07-10-1402⟩

Botteron Pierre, Broadbent Anne, Chhaibi Reda, Nechita Ion, Pellegrini Clément

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

State polynomial optimization for nonlinear Bell inequalities
Effective Methods in Algebraic Geometry, Jul 2024, Leipzig, Germany

Magron Victor

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