Publications
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Publications

Sketchpose: Learning to Segment Cells with Partial Annotations
Journal of Machine Learning for Biomedical Imaging, 2025, ⟨10.59275/j.melba.2025-f7b3⟩

Cazorla Clément, Munier Nathanaël, Morin Renaud, Weiss Pierre

Exploring instabilities of inverse problem solvers with low-dimensional manifolds
Alemdar Hasanov Hasanoğlu, Roman Novikov, Karel Van Bockstal. Inverse Problems: Modelling and Simulation. Extended Abstracts of the IPMS Conference 2024, Birkhäuser Cham, 2025, 978-3-031-87212-9

Munier Nathanaël, Soubies Emmanuel, Weiss Pierre

Sequential Conformal Risk Control for Safe Railway Signaling Detection
14th Symposium on Conformal and Probabilistic Prediction with Applications, Royal Holloway, University of London, Sep 2025, Egham, Surrey, United Kingdom. pp.771-774

Andéol Léo, Massena Thomas

Quantum trajectory of the one-atom maser
Probability and Mathematical Physics, 2025, 6 (3), pp.1073-1110. ⟨10.2140/pmp.2025.6.1073⟩

Benoist Tristan, Bruneau Laurent, Pellegrini Clément

Entropic Fluctuations in Statistical Mechanics II. Quantum Dynamical Systems
Communications in Mathematical Physics, 2025, pp.406:201. ⟨10.1007/s00220-025-05360-z⟩

Benoist Tristan, Bruneau Laurent, Jakšić Vojkan, Panati A., Pillet Claude-Alain

Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter
Mathematics and Computers in Simulation, 2025, 234, pp.151-168. ⟨10.1016/j.matcom.2025.02.022⟩

Pene Serigne Daouda, Picot Antoine, Gamboa Fabrice, Savy Nicolas, Turpin Christophe, Jaafar Amine

Risk-controlling Prediction with Distributionally Robust Optimization
Transactions on Machine Learning Research Journal, 2025, https://openreview.net/forum?id=d9dl6DyJpJ

Iutzeler Franck, Mazoyer Adrien

Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
Forty-Second International Conference on Machine Learning (ICML 2025), Jul 2025, Vancouver, Canada

Massena Thomas, Andéol Léo, Boissin Thibaut, Mamalet Franck, Friedrich Corentin, Serrurier Mathieu, Gerchinovitz Sébastien

On the Private Estimation of Smooth Transport Maps
ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. 30 p

Lalanne Clément, Iutzeler Franck, Loubes Jean-Michel, Chhor Julien

Differences in growth features between species are driving cereal-legume intercrop yield: A statistical learning approach based on aggregated dataset
European Journal of Agronomy, 2025, 170, pp.127767. ⟨10.1016/j.eja.2025.127767⟩

Mahmoud Rémi, Gaudio Noémie, Gendre Xavier, Hilgert Nadine, Casadebaig Pierre