217 citations
- Université Toulouse III - Paul SabatierFR183 papers
- Institut de Mathématiques de ToulouseFR172 papers
- Centre National de la Recherche ScientifiqueFR171 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR113 papers
- Institut National des Sciences Appliquées de ToulouseFR76 papers
- Université de ToulouseFR44 papers
- Laboratoire d'Analyse et d'Architecture des SystèmesFR18 papers
- University of Rome Tor VergataIT8 papers
- Institut Universitaire de FranceFR7 papers
- Toulouse School of EconomicsFR7 papers
- Université Paris CitéFR7 papers
- Centre de Recherche en Mathématiques de la DécisionFR6 papers
290 papers
An Explainable GNN Framework for Component-Level Anomaly Diagnosis
Sena Ozgunay, Louise Travé-Massuyès, Louise Trav{é}-Massuy{è}s +2
Industrial processes are complex systems composed of multiple interacting sensors that generate multivariate time series (MTS). Detecting anomalies in such systems is critical for…
OT-FairBoost: Optimal Transport-Guided Gradient Boosting for Fairness Regularization on Tabular Data
Veronika Shilova, Abdoulaye Sakho, Younes Boumoussou +3
Although neural-based machine learning models have received a lot of attention recently, tree-based models such as gradient boosting are competitive for tabular data and therefore…
Adjusted trajectory of medication exposure taking into account the periodicity of dispensations and the number of dispensed packs and comparative analysis on EFEMERIS database
Cécile Chouquet, Anna-Belle Beau, Christine Damase-Michel +3
We presented an adjustment method for the calculation of medication exposure trajectories based on the number of dispensed packs and the type of dispensations (occasional or regula…
Entanglement in the Dicke subspace
Aabhas Gulati, Ion Nechita, Clément Pellegrini
We provide a complete mathematical theory for the entanglement of mixtures of Dicke states. These quantum states form an important subclass of bosonic states arising in the study o…
An Attention Mechanism for Robust Multimodal Integration in a Global Workspace Architecture
Roland Bertin-Johannet, Lara Scipio, Leopold Maytié +1
Robust multimodal systems must remain effective when some modalities are noisy, degraded, or unreliable. Existing multimodal fusion methods often learn modality selection jointly w…
Swarming by curvature control in arbitrary dimension
Pierre Degond, Antoine Diez, Amic Frouvelle
We consider an interacting particle system proposed in the literature to model fish behavior. In this model, the agents move at constant speed and control the curvature of their tr…