Sparse Max-Affine Regression
arXiv:2411.02225v3 Announce Type: replace
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 $k$-affine functions $ x \mapsto \ma…