Souvik Dhara

Distance-Preserving Embeddings in Inhomogeneous Random Graphs

My Le, Luana Ruiz, Souvik Dhara

Graph machine learning provides powerful tools for understanding complex networks and learning meaningful node representations. A central challenge, however, is designing embeddings with minimal distortion of both local and global functionals, such as shortest path lengths. Prior…Read more