A Variational Spike-and-Slab Approach for Group Variable Selection

Buyu Lin, Changhao Ge, Jun S. Liu

We introduce a class of generic spike-and-slab priors for high-dimensional linear regression with grouped variables and present a Coordinate-ascent Variational Inference (CAVI) alg…