Steve Trettel

Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach

2021 · arXiv (Cornell University)

Learning faithful graph representations as sets of vertex embeddings has become a fundamental intermediary step in a wide range of machine learning applications. We propose the systematic use of symmetric spaces in representation learning, a …