Debiased Bayesian Inference for High-dimensional Regression Models

Qihui Chen, Zheng Fang, Ruixuan Liu

There has been significant progress in Bayesian inference based on sparsity-inducing (e.g., spike-and-slab and horseshoe-type) priors for high-dimensional regression models. The re…