Safe-Bayesian Generalized Linear Regression

Rianne de Heide, Alisa Kirichenko, Nishant Mehta +1

We study generalized Bayesian inference under misspecification, i.e. when the model is 'wrong but useful'. Generalized Bayes equips the likelihood with a learning rate $\eta$. We show…