On the Robustness to Misspecification of $\alpha$-Posteriors and Their Variational Approximations

Marco Avella Medina, José Luis Montiel Olea, Cynthia Rush +1

$\alpha$-posteriors and their variational approximations distort standard posterior inference by downweighting the likelihood and introducing variational approximation errors. We show t…