Title: Efficient derivative-free Bayesian inference for large-scale inverse problems
We consider Bayesian inference for large-scale inverse problems, where computational challenges arise from the need for the repeated evaluations of an expensive forward model, which is often given as a black box or is impractical to differentiate.