30 citations · 120 across the 40 of their papers we have counts for
3 papers · 2 filters
Projected -SNE for batch correction
Emanuele Aliverti, Jeff Tilson, Dayne Filer +6
Biomedical research often produces high-dimensional data confounded by batch effects such as systematic experimental variations, different protocols and subject identifiers. Withou…
Identifying main effects and interactions among exposures using Gaussian processes
Federico Ferrari, David B. Dunson
This article is motivated by the problem of studying the joint effect of different chemical exposures on human health outcomes. This is essentially a nonparametric regression probl…
Multivariate mixed membership modeling: Inferring domain-specific risk profiles
Massimiliano Russo, Burton H. Singer, David B. Dunson
Characterizing the shared memberships of individuals in a classification scheme poses severe interpretability issues, even when using a moderate number of classes (say 4). Mixed me…