A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space

Zhangyu Wang, Lantian Xu, Zhifeng Kong +3

Hyperbolic embeddings are a class of representation learning methods that offer competitive performances when data can be abstracted as a tree-like graph. However, in practice, lea…