Exercise 1 – Discriminative vs. Generative: What Do We Learn?
In discriminative learning we model \(P(y\mid x)\).
In generative learning, what do we typically model?
Hint: In generative approaches we specify how data are generated given the class and include the class prior. Using Bayes' rule then yields \(P(y\mid x)\).