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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

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

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

Dynamics of the Fifth Painlevé Foliation
Handbook of Geometry and Topology of Singularities VI: Foliations, Springer Nature Switzerland, pp.307-381, 2024, ⟨10.1007/978-3-031-54172-8_9⟩

Paul Emmanuel, Ramis Jean-Pierre

Dynamics of the fifth Painlevé foliation
Handbook of geometry and topology of singularities VI: foliations, Springer, pp 307-381, 2024, ⟨10.1007/978-3-031-54172-8_9⟩

Paul Emmanuel, Ramis Jean-Pierre

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

A decomposition theorem for $\mathbb Q$-Fano Kähler-Einstein varieties
Comptes Rendus. Mathématique, 2024, 362 (S1), pp.93-118. ⟨10.5802/crmath.612⟩

Druel Stéphane, Guenancia Henri, Păun Mihai

Large time behavior of finite difference schemes for the transport equation
XVI International Conference on Hyperbolic Problems: Theory, Numerics, Applications (HYP 2022), Jun 2022, Malaga, Spain. pp 63-71, ⟨10.1007/978-3-031-55264-9_6⟩

Coeuret Lucas

Topology of Singular Foliation Germs in $\mathbb {C}^2$
Handbook of Geometry and Topology of Singularities V: Foliations, V, Springer International Publishing, pp.169-222, 2024, Handbook of Geometry and Topology of Singularities V: Foliations, …

Marín David, Mattei Jean-François, Salem Eliane

Genetic Inference of Recent Fragmentation
Conservation genomics Paris 2024 (conservgenomics), Jun 2024, Paris, France

Tournebize Rémi, Boitard Simon, Mazet Olivier, Chikhi Lounès