Steffen Dereich

On minimal representations of shallow ReLU networks

2021 · arXiv (Cornell University)

The realization function of a shallow ReLU network is a continuous and piecewise affine function $f:\mathbb R^d\to \mathbb R$, where the domain $\mathbb R^{d}$ is partitioned by a set of $n$ hyperplanes into cells on …