A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models

Borui Tang, Jin Zhu, Junxian Zhu +2

Analysis of high-dimensional data has led to increased interest in both single index models (SIMs) and the best-subset selection. SIMs provide an interpretable and flexible modelin…