IMO that's not really the point of deep learning. I'm not saying no efforts have been made to work towards better understanding, but the types of problems deep learning is good at I do not believe have easily explainable answers.
There are machine learning methods out there that are much better at explaining why, but fail hard on problems that DNN is good at.
IMHO, this is the nature of the problem, not the solution.
There are machine learning methods out there that are much better at explaining why, but fail hard on problems that DNN is good at.
IMHO, this is the nature of the problem, not the solution.