Machine Learning, Artificial Intelligence, Fairness, Deep Learning, Towards Data Science.
workings. Shapley Values and LIME are examples of the former. Their main goal is to project the behavior of the model back onto a set of input features (or, human-created alternative input features), in a way that assigns more weight to features that — through all the twists and turns of the model