Unité Décision et processus Bayesiens

Domaines scientifiques déclarés au RNSR

Mots-clés des publications HAL repérées

Publications HAL récentes repérées

• Information maximization for a broad variety of multi-armed bandit games · 2026

  Résumé de la publication : Information and free-energy maximization are physics principles that provide general rules for an agent to optimize actions in line with specific goals and policies. These principles can serve as building blocks for designing decision-making policies capable of efficient performance with only partial…

• Optimal transport unlocks end-to-end learning for single-molecule localization · 2026

  Résumé de la publication : Single-molecule localization microscopy (SMLM) allows reconstructing biology-relevant structures beyond the diffraction limit by detecting and localizing individual fluorophores --- fluorescent molecules stained onto the observed specimen --- over time to reconstruct super-resolved images. Currently, efficient SMLM requires non-overlapping emitting fluorophores, leading to…

• Information maximization for a broad variety of multi-armed bandit games · 2025

  Résumé de la publication : Information and free-energy maximization are physics principles that provide general rules for an agent to optimize actions in line with specific goals and policies. These principles are the building blocks for designing decision-making policies capable of efficient performance with only partial information.…

• Virtual reality-augmented differentiable simulations for digital twin applications in surgical planning · 2025

  Résumé de la publication : This paper presents a novel approach for digital twin applications in surgical planning, integrating a differentiable simulator for trajectory generation within segmented medical images and a virtual reality (VR) platform for navigating an overlay of medical images and generated trajectories. The first…

• Competition between glycine and GABAA receptors for gephyrin controls their equilibrium populations at inhibitory synapses · 2025

  Résumé de la publication : Glycine receptors (GlyR) and γ-aminobutyric acid type A receptors (GABAAR) are ligand-gated chloride channels that mediate inhibitory neurotransmission throughout the central nervous system. The receptors colocalize widely at inhibitory synapses in the spinal cord and in the brainstem due to their interaction…