Approximating Positive Homogeneous Functions with Scale Invariant Neural Networks

Stefan Bamberger, Reinhard Heckel, Felix Krahmer

We investigate to what extent it is possible to solve linear inverse problems with $ReLu$ networks. Due to the scaling invariance arising from the linearity, an optimal reconstruct…