Before revision:  This paper introduces the sparse random feature method that learns parsimonious random feature models utilizing techniques from compressive sensing .
After revision:  This paper introduces the sparse random feature method that learns parsimonious random feature models . Specifically, we leverage ideas from compressive sensing .