25 citations · 87 across the 19 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ME2015★ 25 cited
Bayesian Inference for Latent Biologic Structure with Determinantal Point Processes (DPP)
Yanxun Xu, Peter Mueller, Donatello Telesca
We discuss the use of the determinantal point process (DPP) as a prior for latent structure in biomedical applications, where inference often centers on the interpretation of laten…
stat.AP2015★ 20 cited
A Bayesian regression tree approach to identify the effect of nanoparticles' properties on toxicity profiles
Cecile Low-Kam, Donatello Telesca, Zhaoxia Ji +4
We introduce a Bayesian multiple regression tree model to characterize relationships between physico-chemical properties of nanoparticles and their in-vitro toxicity over multiple…