2 papers
stat.ML2026
Bayesian Joint Additive Factor Models for Multiview Learning
Niccolo Anceschi, Federico Ferrari, David B. Dunson +1
It is increasingly common to collect data of multiple different types on the same set of samples. Our focus is on studying relationships between such multiview features and respons…
stat.AP2025
High-dimensional Array Bayesian Screening Based on Distributions with Structural Zeroes
A. Lawrence Gould, Erina Paul, Piyali Basak +2
In many biomedical applications with high-dimensional features, such as single-cell RNA-sequencing, it is not uncommon to observe numerous structural zeros. Identifying important f…