A fast algorithm for solving the lasso problem exactly without homotopy using differential inclusions

Gabriel P. Langlois, Jérôme Darbon

We prove in this work that the well-known lasso problem can be solved exactly without homotopy using novel differential inclusions techniques. Specifically, we show that a selectio…