The Homotopy Method Revisited: Computing Solution Paths of ${\ell }_1$-Regularized Problems

Björn Bringmann, Daniel Cremers, Felix Krahmer +1

${\ell }_1$-regularized linear inverse problems are frequently used in signal processing, image analysis, and statistics. The correct choice of the regularization parameter $ t \in…