Linear Independence of Polynomial Compositions and Identifiability of Deep Neural Networks

Kathlén Kohn, Giovanni Luca Marchetti, Alex Massarenti +1

Motivated by theoretical problems in deep learning, we conjecture that post-composing a fixed number of pairwise distinct nonconstant polynomials with a generic polynomial of suffi…