Exploring Learning Rate Selection in Generalised Bayesian Inference using Posterior Predictive Checks

Schyan Zafar, Geoff K. Nicholls

Generalised Bayesian Inference (GBI) attempts to address model misspecification in a standard Bayesian setup by tempering the likelihood. The likelihood is raised to a fractional p…