Representation Learning, Autoencoder, Self Supervised Learning, Machine Learning, Artificial Intelligence.
significant benefit of manual feature engineering was its transparency. Engineers had a grasp on the features used and their influence on the final model. In stark contrast, learned representations create an even darker “black box” of a model. These representations, while powerful, can be complex,