Heavy-tailed Bayesian nonparametric adaptation

Sergios Agapiou, Ismaël Castillo

We propose a new Bayesian strategy for adaptation to smoothness in nonparametric models based on heavy tailed series priors. We illustrate it in a variety of settings, showing in p…