by Jacob Buckman and Carles Gelada This post is part of a series on bad abstractions in machine learning. For context on why we are writing these, read Abstraction Enables Thought. Bad Abstraction: There are two types of machine learning models. Discriminative models are trained to separate inputs into classes,...| jacobbuckman.com