Efficient posterior sampling for high-dimensional imbalanced logistic regression

Deborshee Sen, Matthias Sachs, Jianfeng Lu +1

High-dimensional data are routinely collected in many areas. We are particularly interested in Bayesian classification models in which one or more variables are imbalanced. Current…