I've been trying to read more recently, regular books and academic texts alike. A particular paper I've taken interest in recently is Classification Trees for Problems with Monotonicity Constraints, which surveys methods for generating a certain type of decision tree. Since the purpose of this post is more auto-didactic, . . .
In a continuation of my machine learning series, today I will discuss a more cutting-edge topic in machine learning that has significant social import: fairness. In the modern era, there is significant momentum towards using machine learning techniques with the plethora of available data to make key decisions affecting many . . .