What are Generative Models?

There are a lot of explanations elsewhere, here I’d like to share some example questions in an interview setting.

What are generative models?

Source: About Generative and Discriminative models

Here are some tips for readers’ reference:

Generative model is a class of models for unsupervised learning where given training data our goal is to try and generate new samples from the same distribution.