Fast post-process Bayesian inference with Variational Sparse Bayesian Quadrature

Chengkun Li, Grégoire Clarté, Martin Jørgensen +1

In applied Bayesian inference scenarios, users may have access to a large number of pre-existing model evaluations, for example from maximum-a-posteriori (MAP) optimization runs. H…