3 papers
cs.CL2026
PRISMATIC : Prescription Risk Inspection System for Multi-Agent Treatment Interaction in Clinical Decision-Making
Ziyang Ling, Shuyu Lu, Ziyi Chen
Medical prescribing errors for multimorbid patients, who require complex drug regimens, are a major patient safety concern. These errors often stem from fragmented decision-making…
stat.ML2025
A new class of Markov random fields enabling lightweight sampling
Jean-Baptiste Courbot, Hugo Gangloff, Bruno Colicchio
This work addresses the problem of efficient sampling of Markov random fields (MRF). The sampling of Potts or Ising MRF is most often based on Gibbs sampling, and is thus computati…
eess.IV2020
Boosting the Sliding Frank-Wolfe solver for 3D deconvolution
Jean-Baptiste Courbot, Bruno Colicchio
In the context of gridless sparse optimization, the Sliding Frank Wolfe algorithm recently introduced has shown interesting analytical and practical properties. Nevertheless, is ap…