Machine Learning, Generalization, Regularization, Overfitting, Bias.
may seem, and it’s definitely worth taking a closer look. To begin with, this post is about the kind of machine learning that is explained in, for example, the classic book Elements of Statistical Learning. These models usually learn by computing derivatives with respect to a loss function and