Delving Into Deep Walkers: A Convergence Analysis of Random-Walk-Based Vertex Embeddings

Dominik Kloepfer, Angelica I. Aviles-Rivero, Daniel Heydecker

Graph vertex embeddings based on random walks have become increasingly influential in recent years, showing good performance in several tasks as they efficiently transform a graph…