Publications
Home > Spotlight > Publications
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

When Q-Learning fails: unstable behavior for infinite state spaces
IFIP WG 7.3 Performance 2025, Nov 2025, Amsterdam, Netherlands

Ayesta Urtzi, Foss Sergey, Jonckheere M, Puricelli Vittorio

FEMDA: A unified framework for discriminant analysis
Elliptically Symmetric Distributions in Signal Processing and Machine Learning, Springer, pp.303-336, 2025, 978-3-031-52115-7. ⟨10.1007/978-3-031-52116-4_9⟩

Houdouin Pierre, Pascal Frédéric, Jonckheere Matthieu

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

Anonymization Did Not Fail: Misconceptions and Overstatements on Data Anonymization Failures
IEEE Security and Privacy Magazine, 2025, 23 (5), pp.80-84. ⟨10.1109/MSEC.2025.3581756⟩

Sánchez David, Domingo-Ferrer Josep, Muralidhar Krishnamurty

How Worrying Are Privacy Attacks Against Machine Learning?
Workshop on Data Privacy Management (DPM 2025), held in conjunction with the 30th European Symposium on Research in Computer Security (ESORICS 2025), Sep 2025, Toulouse, France. …

Domingo-Ferrer Josep

Membership Inference Attacks Beyond Overfitting
Workshop on Data Privacy Management (DPM 2025), held in conjunction with the 30th European Symposium on Research in Computer Security (ESORICS 2025), Sep 2025, Toulouse, France. …

Khalil Mona, Blanco-Justicia Alberto, Jebreel Najeeb, Domingo-Ferrer Josep

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