F. Fleuret

collaborators

6 papers

hep-ex2025

First observation of the $I^_{b}^{0} \to D^{+} D^{-} I^$ decay

LHCb collaboration, R. Aaij, A. S. W. Abdelmotteleb +1072

The $I^_{b}^{0} \to D^{+} D^{-} I^$ decay is observed for the first time using proton-proton collision data collected by the LHCb experiment at a center-of-mass energy of $13 TeV$ …

cs.LG2025

End-to-End Optimal Detector Design with Mutual Information Surrogates

Kinga Anna Wozniak, Stephen Mulligan, Jan Kieseler +3

We introduce a novel approach for end-to-end black-box optimization of high energy physics (HEP) detectors using local deep learning (DL) surrogates. These surrogates approximate a…

cs.LG2025

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging

Ke Wang, Nikolaos Dimitriadis, Alessandro Favero +3

Fine-tuning pre-trained models has become the standard approach to endow them with specialized knowledge, but it poses fundamental challenges. In particular, \textit{(i)} fine-tuni…

cs.LG2025

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences

Nikolaos Dimitriadis, Pascal Frossard, Francois Fleuret

Multi-task trade-offs in machine learning can be addressed via Pareto Front Learning (PFL) methods that parameterize the Pareto Front (PF) with a single model. PFL permits to selec…

nucl-ex2024

PHENIX Collaboration, N. J. Abdulameer, U. Acharya +394

The PHENIX experiment measured the centrality dependence of two-pion Bose-Einstein correlation functions in $s_{_{N N}} = 200$ ~GeV Au $+$ Au collisions at the Relativistic Heavy…

nucl-ex2024

Jet modification via $I ¨ ^{0}$ -hadron correlations in Au $+$ Au collisions at $s_{_{N N}} = 200$ GeV

PHENIX Collaboration, N. J. Abdulameer, U. Acharya +532

High-momentum two-particle correlations are a useful tool for studying jet-quenching effects in the quark-gluon plasma. Angular correlations between neutral-pion triggers and charg…

First observation of the I^b0​→D+D−I^ decay

End-to-End Optimal Detector Design with Mutual Information Surrogates

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences

Centrality dependence of LÃ©vy-stable two-pion Bose-Einstein correlations in sNN​​​=200 GeV Au+Au collisions

Jet modification via I¨0-hadron correlations in Au+Au collisions at sNN​​​=200 GeV

First observation of the $I^_{b}^{0} \to D^{+} D^{-} I^$ decay

Centrality dependence of LÃ©vy-stable two-pion Bose-Einstein correlations in $s_{_{N N}} = 200$ GeV Au $+$ Au collisions

Jet modification via $I ¨ ^{0}$ -hadron correlations in Au $+$ Au collisions at $s_{_{N N}} = 200$ GeV