Skew-symmetric approximations of posterior distributions

Francesco Pozza, Daniele Durante, Botond Szabo

Popular deterministic approximations of posterior distributions from, e.g. the Laplace method, variational Bayes and expectation-propagation, generally rely on symmetric approximat…