1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2024
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…
math.ST2023★ 1 cited
Skewed Bernstein-von Mises theorem and skew-modal approximations
Daniele Durante, Francesco Pozza, Botond Szabo
Gaussian approximations are routinely employed in Bayesian statistics to ease inference when the target posterior is intractable. Although these approximations are asymptotically j…