HARFE: Hard-Ridge Random Feature Expansion

Esha Saha, Hayden Schaeffer, Giang Tran

We propose a random feature model for approximating high-dimensional sparse additive functions called the hard-ridge random feature expansion method (HARFE). This method utilizes a…