Michael Wimmer

Gaussian Mixture Convolution Networks

2022 · arXiv (Cornell University)

This paper proposes a novel method for deep learning based on the analytical convolution of multidimensional Gaussian mixtures. In contrast to tensors, these do not suffer from the curse of dimensionality and allow for a …