The problem of computing the l₁ regularization path for a piecewise linear loss can be formalized as a parametric linear programming problem. We propose an efficient implementation method of the ...

Tests of the method as well as an extension of the method for solving integer linear programming problems are also described. Management Science is a cross-functional, multidisciplinary examination of ...