Papers by Jun Takeuchi
Neural Networks in a Product of Hyperbolic Spaces (2022.naacl-srw)
Copied to clipboard
| Challenge: | Recent advances in the use of hyperbolic spaces have been reported in natural language processing and graph embedding. |
| Approach: | They propose to extend hyperbolic neural networks to a product of hyperbolical spaces by using a single hyperbolically spaced hyperbole. |
| Outcome: | The proposed method improves graph node classification accuracy on tree-like datasets. |