Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
regularization has the property of sparsity, which is its fundamental distinguishing feature from L². Hence, L¹ is used for feature selection as in LASSO. 2. Norm penalties as constrained optimization From chapter 4’s section 4, we know that to minimize any function under some constraints, we can