Surrogate-based ABC matches generalized Bayesian inference under specific discrepancy and kernel choices

Marko Järvenpää, Jukka Corander, Henri Pesonen

Generalized Bayesian inference (GBI) is an alternative inference framework motivated by robustness to modeling errors, where a specific loss function is used to link the model para…