A variational Bayes approach to inference for low-dimensional parameters in high-dimensional linear regression

Ismaël Castillo, Alice L'Huillier, Kolyan Ray +1

We propose a scalable variational Bayes method for statistical inference for a single or pre-specified low-dimensional subset of the coordinates of a high-dimensional parameter in…