This article is concerned with the computational aspect of l₁ regularization problems with a certain class of piecewise linear loss functions. The problem of computing the l₁ regularization path for a ...

We develop and analyze Boolean approximation methods using the piecewise constant functions for solving integral equations of the second kind on a unit cube in Rd, including the Boolean Galerkin ...