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math.OC2025

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…