Publications
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Uncertainty handling in human-AmI interaction for opportunistic software composition
Personal and Ubiquitous Computing, 2026, 30, pp.1. ⟨10.1007/s00779-026-01853-3⟩

Delcourt Kevin, Trouilhet Sylvie, Arcangeli Jean-Paul

On the penalization by the perimeter in shape optimization applied to Dirichlet inverse obstacle problem
ESAIM: Control, Optimisation and Calculus of Variations, 2025, ⟨10.1051/cocv/2025093⟩

Caubet Fabien, Dambrine Marc, Dardé Jérémi

Exponentially fast selection of sectors for quantum trajectories beyond non demolition measurements
Annales Henri Poincaré, 2025, ⟨10.1007/s00023-025-01641-4⟩

Benoist Tristan, Greggio Linda, Pellegrini Clément

Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds
Journal of Machine Learning Research, 2025, 26 (251), pp.1-41

Munier Nathanaël, Soubies Emmanuel, Weiss Pierre

Fast-exploring reinforcement learning with applications to stochastic networks
Queueing Systems, In press, 109 (3), pp.23. ⟨10.1007/s11134-025-09950-5⟩

Mastropietro Daniel, Ayesta Urtzi, Jonckheere Matthieu, Majewski Szymon

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

The Human in Interactive Machine Learning: Analysis and Perspectives for Ambient Intelligence (Abstract Reprint)
Thirty-Fourth International Joint Conference on Artificial Intelligence {IJCAI-25}, Aug 2025, Montreal, France. pp.10950-10950, ⟨10.24963/ijcai.2025/1224⟩

Delcourt Kevin, Trouilhet Sylvie, Arcangeli Jean-Paul, Adreit Françoise

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

Taming the Triangle: On the Interplays between Fairness, Interpretability and Privacy in Machine Learning
Computational Intelligence, 2025, 41 (4), ⟨10.1111/coin.70113⟩

Ferry Julien, Aïvodji Ulrich, Gambs Sébastien, Huguet Marie‐josé, Siala Mohamed

Taming the Triangle: On the Interplays Between Fairness, Interpretability, and Privacy in Machine Learning
Computational Intelligence, 2025, 41 (4), pp.e70113. ⟨10.1111/coin.70113⟩

Ferry Julien, Aïvodji Ulrich, Gambs Sébastien, Huguet Marie‐josé, Siala Mohamed