Robust Bayesian Inference via Variational Approximations of Generalized Rho-Posteriors

EL Mahdi Khribch, Pierre Alquier

We introduce the $\tilde{\rho }$-posterior, a modified version of the $\rho$-posterior, obtained by replacing the supremum over competitor parameters with a softmax aggregation. This mo…