Posterior contraction rates in Sobolev norms and Bayesian derivative estimation for infinite-dimensional exponential families

Emanuele Dolera, Stefano Favaro, Matteo Giordano

We study posterior contraction in positive-order Sobolev norms and Bayesian derivative estimation for infinite-dimensional exponential families. We embed the natural parameter in a…