On sparse regression, Lp-regularization, and automated model discovery

Jeremy A. McCulloch, Skyler R. St. Pierre, Kevin Linka +1

Sparse regression and feature extraction are the cornerstones of knowledge discovery from massive data. Their goal is to discover interpretable and predictive models that provide s…