Renewables Infrastructure Group (The) Ltd Guernsey registered closed-ended investment company. It aims to provide shareholders with attractive long-term dividends and targets to achieve a long-term ...
Abstract: Recently, Hyperbolic Spaces in the context of Non-Euclidean Deep Learning have gained popularity because of their ability to represent hierarchical data. We propose that it is possible to ...
Abstract: Hyperbolic graph convolutional networks (HGCNs) have demonstrated significant potential in extracting information from hierarchical graphs. However, existing HGCNs are limited to shallow ...
TL; DR. In this work, we propose HCNN, a generalization of the convolutional neural network that learns latent feature representations in hyperbolic spaces in every layer, fully leveraging the ...