Bayesian shrinkage

Anirban Bhattacharya, Debdeep Pati, Natesh S. Pillai +1

Penalized regression methods, such as $L_1$ regularization, are routinely used in high-dimensional applications, and there is a rich literature on optimality properties under spars…