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math.ST2020
Stability of doubly-intractable distributions
Michael Habeck, Daniel Rudolf, Björn Sprungk
Doubly-intractable distributions appear naturally as posterior distributions in Bayesian inference frameworks whenever the likelihood contains a normalizing function . Having tw…
math.ST2019
On the Local Lipschitz Stability of Bayesian Inverse Problems
Björn Sprungk
In this note we consider the stability of posterior measures occuring in Bayesian inference w.r.t. perturbations of the prior measure and the log-likelihood function. This extends…