CIS 6200: Learning with Conditional Guarantees, Lecture 2.

In this lecture we define the basic notation and settings we will be using for the class, define squared error (Brier Score) and marginal mean consistency error (statistical bias), and show that for any model, uniformly shifting it to remove statistical bias reduces squared error by exactly the square of the magnitude of the shift. uncertaintyclas...