Representation Gap: Explaining the Unreasonable Effectiveness of Neural Networks from a Geometric Perspective

David Perera, Victor Moura, Lais Isabelle Alves dos Santos +2

Characterizing precisely the asymptotic generalization error of neural networks using parameters that can be estimated efficiently is a crucial problem in machine learning, which r…