Seonho Kim

Sparse Max-Affine Regression

Abstract. This paper presents sparse gradient descent as a solution for variable selection in convex piecewise linear regression where the model is given as the maximum of [Formula: see text]-affine functions [Formula: see text] for [Formula: see text]. Here, [Formula: see text]...