Graph embedding with shifted inner product similarity and its improved approximation capability

A Okuno, G Kim, H Shimodaira - The 22nd International …, 2019 - proceedings.mlr.press
We propose shifted inner-product similarity (SIPS), which is a novel yet very simple
extension of the ordinary inner-product similarity (IPS) for neural-network based graph …

[PDF][PDF] Studies on Neural Network-Based Graph Embedding and Its Extensions

A Okuno - 2020 - repository.kulib.kyoto-u.ac.jp
This thesis discusses a neural network (NN)-based graph embedding and its extensions.
The NN-based graph embedding computes feature vectors for nodes of a graph, by …