Machine Learning, Artificial Intelligence, Fairness, Deep Learning, Towards Data Science.
chain of causality goes in the direction of a feature being calculated because a human thought it would be meaningful and valuable to compute. With very raw input data, you have the problem that individual input variable — pixel values, in this case — aren’t attached to concepts; to whatever extent