Variational Inference in high-dimensional linear regression

Sumit Mukherjee, Subhabrata Sen

We study high-dimensional Bayesian linear regression with product priors. Using the nascent theory of non-linear large deviations (Chatterjee and Dembo,2016), we derive sufficient…