On the detrimental effect of invariances in the likelihood for variational inference

Richard Kurle, Ralf Herbrich, Tim Januschowski +2

Variational Bayesian posterior inference often requires simplifying approximations such as mean-field parametrisation to ensure tractability. However, prior work has associated the…