Generalization Error of Linear Neural Networks in Unidentifiable Cases

The statistical asymptotic theory is often used in theoretical results in computational and statistical learning theory. It describes the limiting distribution of the maximum likelihood estimator (MLE) as an normal distribution. However, in layered models such as...