Interpretability and Passive Prediction#
It is my aim, at some point soon, to have my own chapter here. But for now, two external readings that are hard to beat!
“Stop Using Black Boxes” by Cynthia Rudin. Who is Cynthia Rudin? A truly amazing scholar. You can skip the last section on “Algorithmic Challenges in Interpretable ML” if you want.
Using Black Boxes requires trusting the data too.