A Greedy Homotopy Method for Regression with Nonconvex Constraints

Fabian L. Wauthier, Peter Donnelly

Constrained least squares regression is an essential tool for high-dimensional data analysis. Given a partition $\mathcal{G}$ of input variables, this paper considers a particular…