no code implementations • 26 Nov 2021 • Shiv Agrawal, Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang
Hierarchical models with gamma hyperpriors provide a flexible, sparse-promoting framework to bridge $L^1$ and $L^2$ regularizations in Bayesian formulations to inverse problems.