The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks

George Philipp, Jaime G. Carbonell

For a long time, designing neural architectures that exhibit high performance was considered a dark art that required expert hand-tuning. One of the few well-known guidelines for a…