Machine Learning, Artificial Intelligence, Fairness, Deep Learning, Towards Data Science.
leads to very different levels of interpretability, because it’s not really possible for us to keep the information contained in those matrices in our head at one time. This motivates what I think is a key idea in interpretability: that an interpretable representation of a complex model is almost