Machine Learning, Artificial Intelligence, Fairness, Deep Learning, Towards Data Science.
the problem of model interpretability, I find it useful to sort into a few categories Feature Attribution vs Internal Logic : The most meaningful distinction for me is between approaches that seek to assign attribution values to features and those that attempt elucidate a model’s actual internal