417 citations · 962 across the 24 of their papers we have counts for
27 papers
Unifying non-Markovian Dynamics and Agent Heterogeneity in Scalable Stochastic Networks
Aurelien Pelissier, Miroslav Phan, Didier Le Bail +2
Stochastic processes underpin dynamics across biology, physics, epidemiology, and finance, yet accurately simulating them remains a major challenge. Classical approaches such as th…
Numerical approximations of population size distributions for multi-type branching processes
Xiang Ge Luo, Jack Kuipers, Niko Beerenwinkel
Continuous-time multi-type branching processes are fundamental models for expanding and migrating populations with cancer evolution being a prototypical example. Inferring model pa…
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…
Fair Clustering: A Causal Perspective
Fritz Bayer, Drago Plecko, Niko Beerenwinkel +1
Clustering algorithms may unintentionally propagate or intensify existing disparities, leading to unfair representations or biased decision-making. Current fair clustering methods…
On the Properties and Estimation of Pointwise Mutual Information Profiles
Paweł Czyż, 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…
Genomic reproducibility in the bioinformatics era
Pelin Icer Baykal, Paweł P. Łabaj, Florian Markowetz +4
In biomedical research, validation of a new scientific discovery is tied to the reproducibility of its experimental results. However, in genomics, the definition and implementation…