Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings

Yosuke Enokida, Atsushi Suzuki, Kenji Yamanishi

A hyperbolic space has been shown to be more capable of modeling complex networks than a Euclidean space. This paper proposes an explicit update rule along geodesics in a hyperboli…