A global Lipschitz stability perspective for understanding approximate approaches in Bayesian sequential learning

Liliang Wang, Alex A. Gorodetsky

We establish a general, non-asymptotic error analysis framework for understanding the effects of incremental approximations made by practical approaches for Bayesian sequential lea…