1d18bc97cd1a3c5f0d9d1d382cd1ce91-Paper-Conference.pdf

We proceed by first considering translation invariances in a linear model with a single data point in detail. We show that, while the true posterior can be constructed from a mean-field parametrisation, this is achieved only if the objective function takes into account the invariance gap.