3 papers
cs.CL2025
HIVMedQA: Benchmarking large language models for HIV medical decision support
Gonzalo Cardenal-Antolin, Jacques Fellay, Bashkim Jaha +3
Large language models (LLMs) are emerging as valuable tools to support clinicians in routine decision-making. HIV management is a compelling use case due to its complexity, includi…
q-bio.QM2025
Practical and scalable simulations of non-Markovian stochastic processes and temporal networks with individual node properties
Aurelien Pelissier, Miroslav Phan, Didier Le Bail +2
Discrete stochastic processes are prevalent in natural systems, with applications in physics, biochemistry, epidemiology, sociology, and finance. While analytic solutions often can…
stat.ML2024
On the Properties and Estimation of Pointwise Mutual Information Profiles
PaweŠCzyż, Frederic Grabowski, Julia E. Vogt +2
The pointwise mutual information profile, or simply profile, is the distribution of pointwise mutual information for a given pair of random variables. One of its important properti…