Besov-Laplace priors in density estimation: optimal posterior contraction rates and adaptation

Matteo Giordano

Besov priors are nonparametric priors that can model spatially inhomogeneous functions. They are routinely used in inverse problems and imaging, where they exhibit attractive spars…