Variational approximations of empirical Bayes posteriors in high-dimensional linear models

Yue Yang, Ryan Martin

In high-dimensions, the prior tails can have a significant effect on both posterior computation and asymptotic concentration rates. To achieve optimal rates while keeping the poste…