Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
non-smooth parts, then, the optimum can be reached by minimizing along each coordinate axis [3]: In the case of Lasso, coordinate descent is a perfect fit since: Note that the penalization term is still not differentiable. But wait! Now we arrive at the concept of subdifferentials [4]. It is a