Heavy-tailed and Horseshoe priors for regression and sparse Besov rates

Sergios Agapiou, Ismaël Castillo, Paul Egels

The large variety of functions encountered in nonparametric statistics, calls for methods that are flexible enough to achieve optimal or near-optimal performance over a wide variet…