Deep Routing: Embedding Networks with an Underlying Hierarchical Structure onto Hyperbolic Metric Space can Enhance the Performance of Routing Algorithms on them. We can Build Deep Learnt Neural Networks Models to Generate these Embeddings.

Authors

Iroda Abdulazizova, Dartmouth CollegeFollow
Kimberly Girola-Guzman, Dartmouth CollegeFollow

Files

Student Class

2026

Student Affiliation

WISP Intern

First Advisor

Peter Chin

First Advisor Department

Department of Engineering Sciences—Thayer School of Engineering

Publication Date

2023

Dartmouth Digital Commons Citation

Abdulazizova, Iroda and Girola-Guzman, Kimberly, "Deep Routing: Embedding Networks with an Underlying Hierarchical Structure onto Hyperbolic Metric Space can Enhance the Performance of Routing Algorithms on them. We can Build Deep Learnt Neural Networks Models to Generate these Embeddings." (2023). Wetterhahn Science Symposium Posters 2023. 22.
https://digitalcommons.dartmouth.edu/wetterhahn_2023/22