Rényi's $\alpha$-divergence variational Bayes for spike-and-slab high-dimensional linear regression

Chadi Bsila, Yiqi Tang, Kaiwen Wang

Sparse high-dimensional linear regression is a central problem in statistics, where the goal is often variable selection and/or coefficient estimation. We propose a mean-field vari…