Local Identifiability of Deep ReLU Neural Networks: the Theory

Joachim Bona-Pellissier, François Malgouyres, François Bachoc

Is a sample rich enough to determine, at least locally, the parameters of a neural network? To answer this question, we introduce a new local parameterization of a given deep ReLU…