Opening the Black Box: predicting the trainability of deep neural networks with reconstruction entropy

Yanick Thurn, Ro Jefferson, Johanna Erdmenger

An important challenge in machine learning is to predict the initial conditions under which a given neural network will be trainable. We present a method for predicting the trainab…