Hyperbolic Embeddings Tutorial (DiffGeo4DL NeurIPS 2020)

This video gives a brief introduction to hyperbolic embeddings and their use in Machine Learning (ML) applications. We start by reviewing some basic concepts of Riemannian and Hyperbolic Geometry. We then motivate the use of hyperbolic embeddings in ML tasks and describe embedding methods to learn hyperbolic representations of hierarchical data.

Видео Hyperbolic Embeddings Tutorial (DiffGeo4DL NeurIPS 2020) канала HazyResearch