Spectral Collapsed Gibbs Sampler for Bayesian Sparse Regression

Andrew Chin, Xiyu Ding, Akihiko Nishimura

Sparse regression based on global-local shrinkage priors are increasingly used for Bayesian modeling of modern high-dimensional data, but scaling up the Gibbs sampler for posterior…