Horseshoe Regularization for Feature Subset Selection

Anindya Bhadra, Jyotishka Datta, Nicholas G. Polson +1

Feature subset selection arises in many high-dimensional applications of statistics, such as compressed sensing and genomics. The ${\ell }_0$ penalty is ideal for this task, the cavea…